{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d693facd-8e4e-4646-81d9-ce4c668a0d82",
   "metadata": {},
   "source": [
    "Chapter 15\n",
    "# 节点间路径，无向图\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "98066d92-ac0e-4a52-b5b9-86e077297318",
   "metadata": {},
   "outputs": [],
   "source": [
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d5af8c53-a855-4d07-8613-a60a8f5c7a2b",
   "metadata": {},
   "outputs": [],
   "source": [
    "G = nx.complete_graph(5)\n",
    "# 完全图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "72aa927b-ee3b-4184-94fc-08f9da975071",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 可视化图\n",
    "plt.figure(figsize = (6,6))\n",
    "pos = nx.circular_layout(G)\n",
    "nx.draw_networkx(G, \n",
    "                 pos = pos,\n",
    "                 with_labels = True,\n",
    "                 node_size = 188) \n",
    "plt.savefig('完全图.svg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "ca6feddb-2a8d-47dc-88f2-acb3c10ab4f1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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UqBB79+7NP/74g0+fPs312AP+g4UPDUQUjwaQlaiLF38+UTdtmmeizs7li5e4tXT1fI0qAQwtXZ1piUlm+GSCgoKk0/HShg0MaNuW55ycSIAZAI8XLcrAd97hrYAAvdpZ/9c6bvaqqpcPQ7xrU5uev7cFrw+mJOrsBFR/g+F6+vBIjcbCh4LniIuL47p169ivXz8WLVqUAFi6dGmOGDGC//77L1NTU/NtIzk5mb61anN72Rp6+TCsXivhQ4riMU8knY6XNm5kQNu2POvs/Hyi7t5d70SdSUpKCuvUqcNK3hUZ9O4wJtg5UgKYoVI/9zvBzpF7W/oxHSoGtGihzIcTFBjSk5J4fM4cBvr68raNDQkwHmBo6dIMHj6cMXlc2cmJixcv0sXFhb39ezG0/yd5+nBXzaZMg4rH585V6NMJCgpxcXFcv359jol6z549eiXq7AQPG0YCDHi3H0MHjMzTh/sq+PKOWsNHZ88q9OkEBYXbt2/zp59+Yvv27Wlra0sArF27Nv/3v/8xMjKSkiQZ1N6HH35IR0dHnog8nq8Pg8rU5JHixfW6UPSqI4rHF8ieqG+9mKiHDePTq1eNbnvIkCF0cHDgiRMnSJLJMfE8NmUWgxu05W7Pygxu0JbHpsxickw8STKgbVvqAIZ/840cH01QgIi7c4chY8YwuFw5xvw3LSJKreahGjUYPmMGU+PijGo3MTGRNWrUYLVq1Rgf/8xneflQm5bGSFdXPlKpeD8yUs6PKCgAZCbqDh06yJKoM7m8aRMTAR729qak05HM24f3IyP5UK1mpKsrtWlpcn5EgZUjSRKPHz/OadOmsU6dOgRAGxsbtmvXjgsXLuTNmzeNbnv58uUEwFWrVmW9lunDUN8WPOFZmaG+LbJ8GPHdd9QBDGjTRo6PVqARxSOzJery5WVN1NlZuXIlAXDFihUv/S0yMpIAGPlCctZlZDCseHE+Ual4NzTUZA0C6+be0aMM7NOH4cWKMe2/2yQXHRwY0KIFz69Zk5VkjUWSJPbv359OTk48m8MVnNx8+OjsWUap1TxZuDDTk8Q0ilcZSZJ44sQJRRJ1JvH37vGanR0vOTgwKTr6pb/n5sMT8+ZRCzCgaVOTNQism7S0NO7du5cjR45k2bJlCYCFCxdm3759uXbtWsbk8kyBIZw4cYL29vb8+OOPc/z7+T/+IIFnv7MR0KoVdQAjZ80yWUNB5rUtHqPCwnJO1M2by5Kos3Pq1Ck6ODhw0KBBOf49t2BJkk+vXuUdjYZnnJ1lKWIF1oOk0/HiunUMaN2a5x0dSYDpACNdXRnYsyfvBAfL2t/PP/9MAPzzzz9z/HtePjy1ZAnTAQbUqyerJoHlSUtL4759+xRN1JlIOh1DS5dmHMDre/bk+J68fBjQsSMJMOyrr2TTJLAOYmJiuHbtWvbt25eFCxcmAJYtW5YjR47kvn37mCbjFeeYmBh6e3uzbt26TElJyfE9uRWPuowMhhcrxmiVilFhYbJpKmi8NsWjpNPx4vr1uSfqw4cV6Tc2NpaVKlVi7dq1mZycnON78gqWJHnu99+ZCjDQx0cRjQLzkZ6UxMhZsxjo48M7Gg0JMBZgSNmyDBk5krEyXNnJifDwcNrZ2XH48OG5vic/HwZ060YCPPL554poFJiP7Im6SJEiBMAyZcpw5MiR3Lt3r6yJOjuB77xDAgz97LNc35OXD3UZGTzm4cGnKpViMVtgPm7evMmFCxeybdu2tLGxIQDWrVuX06ZN44kTJ4yeFpEXkiSxW7duLFq0aJ4rAeRWPJLk44sXeVej4WkXF6YlJMiusSDwShePWYm6Vq3nE3WZMoom6kwkSWKPHj1YuHBhXrlyJdf35Ze0SfJQ374kwOARI5SQKlCQ2Js3GfLppwwpW5ax/13lvqvRMNDHhxHff6948Hny5AnLlSvHBg0a5PlQQ34+lHQ6hpYqxViAN/buVUquQCEyE3W7du3Mlqizc/rnn59dva5bN8/35efDmOvXecvGhuecnHJdEk1gnUiSxIiICP7vf/9j7dq1CYC2trbs0KEDFy9ezNu3byuuYdasWQTA7du35/m+vIpHkjyzfDnTAAb6+ioh0+p55YrH2Fu3LJqoszNnzhwC4ObNm/N8nz7Fo6TTMbh8eSYCvLJ1q8xKBXJzJziYgT17MsLNjen/+fC8oyMDWrXihbVrZZ0WkRc6nY6dO3emm5tbvvPV9PFh3J07vG5rm+t8NYH1kFei/umnn8ySqDPJnDd7qlChfOfN6uPD83/8wRSAh6pXl1uqQGZSU1O5Z88eDh8+nKVKlSIAFi1alP369eP69esZGxtrNi2BgYFUq9X84osv8n1vfsUjSQb6+5MAQ8aMkVNmgeCVKB7vhoYy0N/f4ok6O0FBQdRoNPxcj1t8+gRLkkx8+JCX7e151c6OCffvyyVVIAOSTsfzf/zBgBYteOG/aRFpAMOLFWNgr168d/SoRXTNmDGDKpWKu3btyve9+vrw0saNTAJ4uGJFi3y3BLmTlpbGPXv2cMSIESxdujQBsEiRIuzXrx/XrVtn1kSdiTYtjRFubnykUjEqPDzf9+vrw0MDBpAADw8dKpdUgUw8ffqUf/zxB3v16sVChQoRAMuVK8dRo0bxwIEDTE9PN7umqKgolihRgq1bt2aGHkvt6FM8SjodQ8qWZTzAazt3yinX6jFb8Zj5+Ht400484duc4U07PbcsjSFkJeqWLZ9L1BFubgzs1cviTyY/ePCAnp6ebNGihV4m1TdYkuS1XbsY/98cOZG4DUdOH6YlJDDiu+8YWLMm72WbFhFcrhxDRo1i7K1bCnwC/dm/fz/VajWnTp2q1/sN8eHhoUNJgEHvv2+qzNeS5DQt14Xd4qi/jnPwqjCO+us414XdYnKa1uC2MhN17969rSZRZyegeXNqAR6fM0ev9+vrQ0mn4+GKFZkE8PKmTXJIfe2QMx5ev36d8+fPZ+vWranRaAiA9evX5zfffMNTp04pPi0iLzIyMtiiRQt6enrywYMHeh2jT/FIkgn37/OqnR0v29sz8eFDOeQWCBQvHrXpGQwdMJKJ/y28qf1vwc3M34l2jgwdMDLfFduzErWPD+9aYaLOJCMjg61bt2aJEiUYFRWl1zGGJG2Szy6RA88umQv0Qi4fxly/zuARIxhSpgzj/rvKfUejYWDt2jw+Z47VLGVz9+5dFi9enO3ataNWq19BYqgPD1WvzhQ9gqvg/9HqJP647xLf+N9ulpu0gxW+2PHc7zf+t5s/7rtErS7vRJtbov76668tnqizEzZ9+rOFwNu31/sYQ3yYFB3NSw4OvG5ry7g7d0yR+lohRzzU6XQMCwvjlClT6OPjQwC0s7PjW2+9xaVLl/Lu3btm/ER5M2HCBGo0GgYFBel9jL7FI0le3b6dCQAPV6jw2lzUUbR41KZnMKJRO722/Ilo1O4lo+aaqGvVYuTs2VaTqLPzxRdfUK1WM8CA3WcMTdokGVi7NtMAnlm2zAiVrxem+vDO4cMMfOcdRrq6Zk2LOOfkxIA2bXhpwwarCxbp6els2rQpS5UqxUePHul9nKE+TImJ4XlHR96ysTF4l5vXEa1O4og/I1lu0o58f0b8GflcAZmZqL/88sscE/UdKyyc7gQH84lKxWMeHgbtyGGoD6/v2cM4gKGlSlndd9EaMSUepqSkcNeuXRw6dCi9vLwIgK6uruzfvz83bNiQtfGANbFlyxYC4Bw9r3xnYkjxSJIhI0eSAA+9+64xMgscihaPoQNGGrzZ+J3DhxnYo0eOifri+vVWHRy2bdtGAJw5c6ZBxxlTPKYlJPC0iwvvajR8fPGioVJfKwz2Yf9PeG7VKgY0a8ZLDg4kwFSAYe7uPNS3r9Wv7TV27Fja2Ngw1MDpG8b48PahQ3yqUvFoiRJiy658+HHfJb0Kx8yfH3afK3CJOpPUuDiec3LibRsbg3flMsaHRz7//NndmO7dDZX62mFoPAzqO5SrV69mz5496eLiQgCsUKECx4wZw4CAAL2mZlmKq1evskiRIuzRo4fBV+MNLR5JMtDHh6kAz2XbseZVRUWSUIDkmDiwZEk4p6fqfUyirQM0kgSNLh2nixVDcvv2qPzZZ/Bs0EAJibJy/fp11KtXDy1atMCWLVugUqn0Pvb48eOoV68eIiMjUbduXb2Pux8eDttGjXDTzQ11oqKgsbMzRvorjSk+TJUycK58eWi6d0eNzz5D4dKlFVQqDxs3bkSvXr0wf/58jB492qBjjfVh+LRpaDB9OgLfegutdu82VPJrQXK6FvW/3Y/kdJ3exzA9BXcW9kf5Ml7o1q0bunXrhqZNm8LW1lZBpfJwyMcHjc+exbVVq/DG++8bdKyxPgysXx9NIyNx8eef4TN0qKGSXwuMjYclJAk16/miW7du8PPzQ40aNQzKcZYgJSUFTZo0QVJSEiIiIlCkSBGDjr/w55+o3r8/LvzxB6q/955ex6TFx+OKlxeKpqbC6cIFuFWubIz0AoFaqYbPzv0FTgYYFACcM1JxsK0fUu/cQf3Hj9Hir78KROGYmpqKXr16wc3NDatWrTLbl8qzQQPc+u471H3yBIc7djRLnwUNY314qFs/uCQmotn162jy448FonC8fPkyBg0ahN69e2PUqFFm67fBtGkIfPNNNN+zByfnzzdbvwWJ7aeiDCocAUBl54A5GwJw7do1zJs3D61atSoQhWPIJ5+g5dmzONavn8GFoyk0DQrC+cKF4T5iBKLPnTNbvwUJY+PhztGTcezYMUyePBk1a9a0+sIRAD799FNcvnwZ//zzj8GFo7HYFy4M13374ChJuNa0KSSt1iz9WgLFikd1YCAklWHN61RqlEhOKhCJOjujR4/GuXPnsHHjRhQtWtSsfdebNAlBbdqgRWAgIr791qx9FwSM9aH7o4ewdXJSSJX8JCcnw9/fH15eXli+fLnZg3vzgACccnWF17hxeHjypFn7LgiEXnsCtYH/ErVKhdtpDgUiUWdydetW+C5ZgmBvbzRfs8asfds6OaFEQABsSNxp3hy69HSz9l8QMDYeuoQdU0iRMqxcuRIrVqzA0qVLUatWLbP2XapJE9z45hvUi45GUKdOZu3bnChWPNokJUJDyaBjNJRgk5iokCJlWL16NX799VcsXrwYderUsYiGFv/+i8jixVFh6lTcO3LEIhqsldfBhyQxfPhwXLt2Df/88w8KFSpkdg0aOzuUOXwYOgAPWrZERnKy2TVYM4lpWkgGThCS+Oy4gkJCVBTUvXsjyt4edY4cgUqtWHrJlZJ16+LunDmoHRODw23bmr1/a+d1iIcnT57EiBEjMGTIEAwcONAiGupPmYKgli3RfP9+HP/hB4toUBrFvt1aZxfojBjh3IqLw9SpUxEeHg5JMszk5ubMmTMYNmwYPvjgAwwaNMhiOtQ2NqgYEoIUtRox7dsjvQB90ZXGWB/eTUjEggULcPPmTWWEyciyZcuwevVq/PLLL6hRo4bFdBSvUQPRixahRnw8Qlq2tJgOa8TF3sbgK4+UdDgRdhRr165FTEyMMsJkgpKEM40bwz09HZrNm+Hs4WExLXU++wyH27dHq+BghE+fbjEd1oix8fBhWhr27t2LdCu/mhsbGwt/f39Ur14dixYtsqiW5nv34kSxYigzcSLuR0RYVIsSKFY8Sq1aQW3ECOdqmXJYvHgxGjZsiDJlymDYsGHYvXs30tLSFFJqHHFxcejZsycqV66MxYsXW/zWklvlyohbtgxVkpJw5M03LarFmjDWh6fd3TFhwgRUqFABtWrVwtSpUxEREWF1A5rIyEh8+umnGDZsGPr3729pOag1YgSC/fzQKiICRydOtLQcq+HNisUMvvKoUquRdvsM3nvvPXh4eKBt27ZWO6AJ6tULb965g3OffQZvK7hV12LXLoR5eKDS9Om4GxxsaTlWg7Hx8IBEdOzYEe7u7ujTp49VDmhI4sMPP8STJ0+wceNGODg4WFSPxs4OFUJCkKFWI7pNm1fuboxixaPP+OFItjPsn5dk54gRW//Eo0ePEBAQgN69e2Pv3r3o3Lkz3N3d4e/vjzVr1uDp06cKqdYPkhg0aBAePnyIf/75B05WMjeuxocf4kifPmh55gxCzfjAhDVjrA/H7vkH0dHR+Pvvv1G7dm0sXrwYDRo0QJkyZTB8+HDs2bPH4gOap0+fwt/fH7Vq1cJ8K3pQpeXmzThSqhSqz56NWwcOWFqOVeBXuxSc7DQGHeNsZ4PwjUtx584dLFy4ELa2tvj8889fGtAotGCG3pz59Ve8uWkTDtWpgyZz51pUSyZqGxtUOXoUiRoN4jt2RFp8vKUlWQXGxsNpR/bj5MmTGD9+PK5du/bcgGbhwoVWMaCZM2cOtmzZgtWrV8Pb29vScgAAxapWxdOff0a1hASENmtmaTnyouQ6QMas8/gikiTxzJkz/Pbbb9mwYUMCoEajYcuWLfnjjz/yqoFriMnBjz/+SADcJNOWWMasa5Ybkk7H4HLlmADw6vbtMqgr+Mjhw/T0dAYEBHDMmDGsUKECAdDFxYX+/v5cvXo1nzx5YtbPpNPp2KVLF7q6uvLGjRuytCmnD+Pu3OF1W1tedHBgspnPjbVi6DqPP+679FIbcXFx/Pvvv9m/f3+6uroSAL28vDhs2DDu3r2bqampZv1M0efP855Gw1OFCsm2aYOcPjy/Zg1TAR6qUUMGZa8GcsTDO3fucMmSJezYsSNtbW0JgLVq1eLUqVMZHh5u9h2ODh06RI1Gw0mTJsnWpjHrPOZGYM+eJMDQsWNlUGYdWM0OM7sq1GJKUnK+bUZFRfGXX35h586daW9vTwCsUaMGJ0+ezKNHj1Kn8CLiwcHBtLGx4fjx42VrU85gSZKJDx/yir09r9rZMeH+fVnaLMgY4sOQ8rXy3aIwc0AzY8aM5wY0rVq14o8//shr164p/pm+++47AuDOnTtla1NuH17auJFJAIMqV5alvYKOvjvMlJ24nT3m7sx3i8L09HQePHjQYgMabVoaI9zc+EilYlR4uGztyu3DQ++9RwIMHj5clvYKOobEw7C6LfONh5kDmvfee49FixYlAJYqVcpsA5r79++zZMmSbNWqlawLlstZPEo6HUPKlmU8wGu7dsmgzvKYbW/rhP/20Mz4b+/MzN8Jdo7c4zeAdja2HGtgVZ6QkMB//vmH77//Pt3c3AiAJUuW5EcffcQdO3YwJSVF1s/y8OFDenl5sXnz5rKaVO5gSZLXdu5kAp7t/W3Nu/KYC318uKt2C2qh4rEvvzSo7Xv37pl1QHPw4EGq1Wp+aaDO/FDCh4c/+ogEGDRwoGxtFmRy2tu67MTtz+1tXe+D/7GYuztv376td7vZBzQNGjQwy4AmoEULagFGzp4ta7ty+1DS6XjY25uJAK9s2SJLmwUdfeJhYFkfRhYubNAV5cwBzejRo1m+fPnnBjRr1qyRfUCTkZHBli1b0tPTk/dlvlAiZ/FIkvH37vGqnR0v29sz8eFDWdq0JIoXj5kkx8Tz2JRZDPVtwROelRnq24LHpsxicsyzLbbmz59PANywYYNR7WdkZPDQoUMcN24cK1WqRAB0cnLiO++8w99//53R0dEm6ddqtWzTpg1LlCjBqKgok9p6ESWSNkmGjBr1bMuuXr1kbbcgk+nD4AZtuduzMoMbtM3yoaTT8WjJkoxRqXjLgL3Js5PTgMbT05Mff/yxLAOau3fv0sPDg23btqVWqzWprRdRyoeHqlVjCsALa9fK2m5BJjlNy3VhtzhgyX4W7zmVA5bs57qwW0xO0/Lx48csW7YsGzVqxLS0NKPav3fvHn/++Wd26tSJdnZ2sg9owr/5hjqAAe3amdROTijhw6ToaF62t+c1OzvG37snW7sFnbzy8qnFi5kBMKB+faPaliSJp0+fVnRAM3HiRGo0GgYFBZnc1ovIXTyS5JUtW5gI8LC3d4G/qGO24jGT3P4hkiSxd+/eLFSoEC9denmujyFIksRz587x+++/Z+PGjalSqahWq9m8eXP+8MMPvHz5ssFtTp48mWq1mgFGFhV5oVTSJsnAWrWYBvDsb7/J3nZBJrdzHnvzJm/a2PC8oyNTYmJM6iNzQPPZZ5+xYsWKBEBnZ2ejBzTp6els2rQpS5UqxYcKjFyV8mFKTAzPOzrypo0NY2/elLXtgk5u5/zYsWO0tbXlqFGjTO4jISGBGzdulG1Aczc0lE9UKoYVL67IfuZK+fD6nj2MAxhSpkyBT9xyk1teDvDzIwEemTDB5D7u3r370oCmZs2anDx5Mo8dO2bwgGbr1q0EwB9++MFkbTmhRPFIksEjRpAAD/XrJ2u75sZqikeSjI+PZ9WqVenj48MkmSZfk8/mRCxbtoxdu3alg4MDAbB69eqcOHEiQ0ND8zXt9u3bCYDff/+9bJqyo2TxmJaQwNMuLryj0fCJEUXzq0pe5/zC2rVMAXioWjXZ+strQDNnzhxeuXIl3zY+++wz2tjYMCQkRDZd2VHSh7cPHWKMSsWjJUuKxJ2NvM754sWLCYDr1q2TrT9TBzSpcXE84+zMOxoNnyr0sKKSPgz97LNnd2N69JC97YJMrhd1dDqGlirFWIA39++Xrb/4+Hhu3LiRAwYMeGlAs3PnznwHNFevXmWRIkX4zjvvKPZwjlLFI0kG1qzJVIDnVq2SvW1zYVXFI0mePXuWTk5OfP/99xUxRWJiIjdv3swPP/yQ7u7uBEAPDw8OHjyY27ZtY3Ly8w/tXL9+nUWLFmXXrl0VexhHyWBJkveOHmW0SsUwd3dFrhQURPI750EDB5LAszl7CpA5oOnSpctzA5pJkyblOKD5559/CIDz5s1TRA+pvA+PTZ1KAgzo1EmR9gsieZ1zSZL47rvv0sXFhRcuXJC978wBzXfffcfGjRsTQL4DmkAfH8WTntI+DKhbl+kAT//yiyLtF0TyystKr5yQkZHBwMDAlwY0PXr04KpVq14a0CQnJ9PX15eVKlVibGys7HoyUbJ4NMcgTGmsrngkyTVr1hAAf1H4y63VahkcHMzPP/+cVapUIQA6OjqyW7du/O2333jr1i3Wq1ePFSpU4NOnTxXToXSwJMmI779/NkepdWvF+ihI5HfOJZ2OQZUqMQngpY0bFdWS04CmRIkSHDJkCLdt28bTp0+zcOHC7NWrl6JLYJjDhwFNmlAL8MT8+Yr1UZDI75wnJCSwevXqfOONN5iQkKColvwGNIeHD392u+3ddxXVobQP05OSeKpQId7TaBh9/rwifRQ08svLlzZsMMvKCdkHNI0aNcoa0LRo0SJrQDNkyBA6ODjw5MmTimpRsngkyTvBwYpO/1AaqyweSXLYsGG0s7NjRESEmZSRFy9e5KxZs/jmm29SpVIRAFUqFUeNGsWLFy8q1q85kjZJBrRuTR3AiO++U7SfgoA+5zwpOpoXHRx43daWsbdumUWXVqvl4cOHnxvQqFQqOjs7c/HixYrMdczEHD7MSEnh8aJF+VCt5oMTJxTrp6Cgzzk/f/48nZ2d2a9fP7Otn5c5oPnggw/o7u7O6gATAW4uVIhbt2x56Q6NnJjDh1Hh4XykUjHCzY1aIx9KepXQJy8fHjLE7Csn3L9/n7/++ivffvvtrJUsALBz5848cuSIokvzKV08ktkePGvfXrE+lMJqi8fU1FTWr1+f5cuXN/sCzCT5008/EQB9fX3p6OhIAKxSpQo///xzBgcHy/qkq7mKR11GBsOLFeNjlYr3jh5VtC9rR99zfnP/fsYCPOLlZfa5epIksXv37rS1tWXt2rWpUqmoUqnYtGlTzp49W/YBjbl8+OjMGd5Xq3miSBFmyLycVkFD33O+bt06AuDixYvNpOz/ibl9m1dsbHheo2HN/9aTzH6HRu4Bjbl8GDl7NrUAA5o3V7SfgoC+eTlz5YSLMs7D1ZcjR47Qzs6OlStXzvEOjdwDGnMUjyQZ0Ly5IkteKY1i2xOair29PTZs2IC4uDgMHDjQrHsKnzlzBp9//jkGDhyI48eP4/Hjx9i2bRuaN2+OVatWoVmzZvD09MSgQYOwZcsWJBeQPSvVNjaoEBKCVLUaT9q1Q3pioqUlWT3l2rbFhQkT0DgqCod69DBr38uXL8eWLVuwYsUKnDx5Eg8ePMDy5ctRrFgxfPXVV6hWrRqqVauGCRMmICQkBDqdzqz6jKV4zZp4uGABasbFIbhlS0vLKRD06dMHn376KcaMGYOwsDCz9UtJwvlmzVBCq4X99u04c/06Lly4gK+++grR0dEYPHgwSpYsiWbNmuGHH37ApUuXzKbNVOp+/jkOt2uHVocPI/zrry0tp0DQ8MgR3HB0hEP//oi7dcts/cbFxWHAgAF44403cOrUKTx48ABBQUEYMGAADh06BD8/P7i7u+Odd97BypUrER0dbTZtptJ8/36cdHNDmYkTcT8iwtJy9Mfc1aqh1fzOnTsJgN+Z6VZrXFwcK1euzFq1auX4xLdWq2VoaCgnTpzI6tWrEwAdHBzYtWtXLlu2jA8ePDC4T3ONtDM5+9tvTAMYWLu2WfqzRgw95wH16zMd4KklSxRW9ozIyEja29tz6NChOf49KSmJW7du5eDBg+nh4UEALF68OD/88ENu2bLFqNUKzO3DgC5dSIBHv/jCLP1ZI4ac87S0NDZq1Ihly5bl48ePzaCODPT3z3NbtQcPHnDFihX08/PLukNTtWpVTpgwweg7NOb0oS4jg8c8PPhEpeKd4GDF+7NWDMnL5l45IfMOTJEiRXJcG1KSJF64cIEzZ87MmnKmVqvZrFkzzp492+il/8x15ZFUZptPpbH64pEkv/zyS6rVah48eFBBZc9M6O/vz8KFC+u9FuTly5f5ww8/sHnz5lSr1VSpVGzSpAm///57nj9/Xq85SuZO2iSfLRwOPFtI/DXE0HOenpTEk4ULM0qt5qOzZxXV9vTpU1aoUIH16tXTaw2+7AOaatWqPTegWb58ud4DGnP7UNLpeMTL69kyIAcOmKVPa8PQc37r1i0WK1aMnTp1Unwr1jPLlj0bZPr66vX+zAHNoEGDWLx4caMHNOb24dOrV3nbxoZnnZ2ZGhdnlj6tDUPz8rEvvzTbyglz5swhAG7dulWv9z948IDLly/PcUATEhKi94DGnMUjSZ7+5RemAwyoW9cs/ZlKgSgetVot27ZtSw8PD969e1cxbfPmzSMA/vPPP0Yd/+jRI/7+++9855136OTkRACsVKkSx40bx0OHDuW6paElikdJp2NwuXLP9tqUcX/kgoIx5/x+ZCQfqtWMdHVVbJK9Tqdj165d6erqyhs3bhjVxqVLl/jDDz+wWbNmBg1oLOHD2Fu3eEPBZUCsHWPO+b///kuVSsWvv/5aMV2PL17kXY2Gp11cmGbEU95arZYhISGcMGGCwQMaS/jw3KpVTAUYWLOm2fq0JozJywGNGyu+ckJQUBA1Gg0nGLlIeVJSErds2fLSgGbQoEH5DmjMXTySfLb+KPBsPVIrp0AUj+SzfaVLlSrFpk2bMj09XXZdwcHBtLGx4bhx42RpLzk5mTt27OBHH33EkiVLEgCLFSvGgQMH8p9//nlu2Q1LBEuSTLh/n1ft7HjF3p4JMu8Lau0Ye85PzJv3bJL9m28qouv7778nAO7YsUOW9h49esSVK1c+N6CpXLkyx40bx6CgoOdG4Zby4aUNG5hshmVArBFjz/m0adOoUqm4d+9e2TVp09IYXqwYo1UqRoWFydKmIQMaS/nwUL9+JPBsB5DXDGPystIrJ9y/f5+enp5s2bJlrhdeDCH7gKZq1ar5DmgsUTxKOh1DypRhHMDre/aYrV9jKDDFI0mGhITQxsaGn8lclT98+JBeXl5s1qyZIoWpTqfj0aNH+cUXX7BGjRoEQHt7e3bu3Jm//PIL9+zZY5FgSZJXt29nAsDgcuVeq50/TElQAR07ksCzRa9l5ODBg1Sr1ZwyZYqs7WaSnJzM7du386OPPmKJEiVeGtAcPnzYYj48PHjws2VAPvjA7H1bEmN9qNPp2LFjR7q7u/P27duyagpo1Yo6gJGzZsnabiaZA5ru3bvnOKAJCwuziA8lnY6HK1RgIsArW7aYtW9LY2xeVmrlhIyMDLZq1YolS5bkfYUubFy8eJGzZ89ms2bNslayaNKkCWfOnMnz58/znAWKR5KMv3eP1+zseMnBgUkGbmFrTgpU8Uiafmv5RbLfEr93754sbebH1atX+eOPP7Jly5ZUq9VZa1eNGDGCZ86cMdtabpmEfPrps8V/+/Y1a7+WxJTiUZeRwaMlSjBGpeLtQ4dk0XPv3j16eHiwTZs2si4DlRvZBzRvvPEGAdDW1pYAOGXKFEZFRSmu4UUOVa3KZAstA2IpTPFhdHQ0y5QpwyZNmjBNpmkU4TNmPFt3rk0bWdrLj5wGNEWKFCHwbM/ixMREs+jIJPHhQ162t+c1OzvGmykfWAOm5OWTixYxA2BAw4ay6Zk0aRI1Gg0PyRRf8yOnAU2nEiVIgJu+/NIsMTk7V7ZsYSLAw97eVntRp8AVj5IksVevXgY91JIXU6ZMMcvDOLnx+PFjfv3111mX0AHQ29ubY8eOZUBAgCyX6/Uha9ux3383S3+WxtRbYzHXr/OWjQ3POTkxJSbGJC3p6els1qwZvby8FF0EPC+uXLnCsWPHZi1KDoCNGjXit99+y7Nnz5plQJMSE8Pzjo68aWPD2Js3Fe/PGjDVh0ePHqWtrS1Hjx5tspa7oaF8bMEdL3Q6HY8cOcIPP/wwa0Btb2/Pt99+m7/++qvZBjTXdu1iHMCQMmWsNnHLjal5Wc6VE7Zu3UoAnG2hdQ8zBzSftWpFAqwD0N3dnR988AE3bdpktgFNcOaOTu+9Z5b+DKXAFY/ks+V0qlSpQh8fH6OWJMlkx44dZl0GKDcyE0hoaCh37drFYcOG0cvLiwDo6urK/v37c8OGDYyPj1dMQ1pCQtZem09kKMqtHTnmVZ3/4w+mADxUvbpJWsaPH08bGxsGW3ipkMxzcuDAAa5evZo9e/aks7MzAbBixYocO3YsAwMDFR3Q3AoIYIxKxSOenq9F4pbDh4sWLSIArl+/3ug2rOn7n3lOtmzZwrlz57JFixZZd2jMNaAJ/ewzEmBgz56K9WFNmHxRR6fjEU9Pk1dOuHbtGosWLcru3bub/Q7ci2Sek23TpnHSpElZd2jMOaA5VKMGUwGeX7NG0X6MoUAWjyR5+vRpOjo6cuDAgUaZ7MaNG3R1dWWXLl0UX/IiP3JKIDqdjmFhYfzyyy/p4+NDALSzs+Nbb73FpUuXKvLUuaWvPJgTuSblHxowgAR4OJf1GPNj06ZNBMAff/zRJB1ykNM5SUlJ4a5duzh06FB6enoSAN3c3DhgwADFBjRZy4B07ix729aGHD6UJIl9+/ali4sLL1y4YFQb1nTnIadz8vjxY65atYo9evQw24AmsE4dpgE8s2yZ7G1bG3LkZVNXTkhJSWHdunVZsWJFxph4N0cOcjonV65cyXFA89133ykyoEmNi+NZZ2fetrHh06tXZW3bVAps8UiSq1evJgD++uuvBh2XufVhhQoV+PTpU5N1mIo+CeTatWucP38+W7duTY1GQwCsX78+v/nmG546dUo205p7zpOlkKt4lHQ6Hq5YkUkAL23caNCxly9fZuHChenv72/xUTaZ/znJHNBMmTIlxwGNnHOGAxo3ZgbAkwsXytamNSKXDxMSEli9enXWqFHD4Ntq1jbnOb9zkpKSwp07dyo+oElPSuKpQoV4T6Nh9PnzsrRprciVly+uX/9s5YQqVQw+9qOPPqKDgwNPWMme9/mdk+joaLMMaO4EB/OpSsVjHh5WdVGnQBePJDl06FDa29sbFHyHDRtm8DFKYmgCefr0Kf/44w/26tWLhQoVIgCWL1+eo0aN4oEDB0x+YjygZUtFn7a0BuRcDiQpOpoXHRx43daWcXfu6HdMUhJr1arFypUrM85KFiY29Jxcu3aN8+bNy3FAc/r0aZMK4sxlQB6o1Xx46pTR7Vg7cvrw/PnzdHZ25nvvvaf3uc9abaF8eauZJmDIOdHpdDx27BinTJnCmjVrZg1oOnXqJMuAJiosjNEqFcOLFVNsbVdrQM68nLVywocf6n3M77//TgBcsWKFyf3LhSHnJHNA8/HHH780oNm4caPJA5qwadOe3Y3p0MGkduSkwBePKSkprFevnt5XEdesWUMA/OWXX2TpXw5MSSCpqancs2cPR4wYwdKlSxMAixYtyn79+nH9+vVGFSZKrPNmbci9ltyNvXsZCzC0VKl8k7AkSfzggw/o6OjI06dPy9K/HJhyTp48eZI1oHFxcSEAVqhQgaNHjzZ6QPPw1ClFlgGxJuT24V9//UUAXLp0ab7vzb7Oa6KFHtTKCVPOSU4DmgYNGpg0oImcNevZ3ZiWLQ0+tqAgd142ZOWEU6dO0cHBgYMGDZKlb7kw9pzkNaD5+eefjR7QBDRrRi3A43PnGnW83BT44pH8//mLXbt2zXP+4pkzZ+jo6Mj333/fKm4TZiLbLVRJYmRkJP/3v/+xdu3aWcuvdOjQgYsXLzZoPbgXd5hIjonnsSmzGN60E0/4Nmd40048NmUWk2OUe4hHSZRYiPjI558/m2TfvXue71u2bBkBcNWqVbL1LQdynZPMAc3w4cNZqlSprAHNe++9Z/CAJmsZkEaNSFL4UA8++eQT2tnZMTw8PNf3WPMOU3KdkydPnnDNmjWyDGgC2ralDmD4N9+8ch4kFbioo+fKCbGxsaxUqRJ9fX2ZnJwsS99yIdc5yRzQtGrVyqQBjTYtjRFubnykUjEqPNziPnwlikfy/5+c/v7773P8e3x8vCxPaCuBUjsq3Lx5kwsXLmS7du1oY2NDAKxbty6nTZvGEydO5GvaM8uXMxkq7q7emIl2jpQAalXq534n2jkydMBIatOtZy6GPih1zgPq1WM6wFNLluT49+PHj9Pe3p4ff/yxrP3KgRLnRJIkRkRE5DqguaPHbf6At9+mFir+2/Rt4UM9SE1NZcOGDVmuXDk+fvw4x/dk7W0/Zoxs/cqFUufElAGNLiODR4oXZ1CZmkx4xTxIKpOXbwUEMBbIdeUESZLYo0cPFilShFet7GEQUplzkteA5uDBg/kOaKLPn+cdtYb7yte2eCx8ZYpHkpw8eXKOazZmrg1ZqFAhXrp0SfZ+TcUc23HFxMRw7dq17Nu3LwsXLkwALFu2LEeOHMl9+/bluMiwNj2DIRXrUALIPH4kgBGN2hWooKnUOU9PSuLJwoUZpVbz0dmzz/0tJiaG3t7erFu3LlOs8DasOXx448YNLly4kG3btn1uQDN9+vRcBzQZqWkMLfOG8KEB3Lp1i8WKFWOnTp1euhtzZvlypgEMrF1b1j7lQmkfZg5opk6dylq1auk1oNGmZzCsXqtX0oOkcnn56OTJua6cMHfuXALg5s2bZe1TLpTenjA1NZW7d+9+bkDj6uqa54BGm57BIzUaW4UPX6niUavVsk2bNi/tFjN//nzKuSuN3Jh7L9e0tDTu3buXI0eOZJkyZZi5q0Pfvn25du3arGUSQgeMzNek2c0aOmCkWfTLgZLn/H5kJB+pVIx0dc2aZK/T6ejn50dXV1dev35d9j7lwNw+zBzQ9OnTJ8cBTeYoXPjQOPbs2UOVSsVvvvkm67Unly8/Nx3FGjG3D2/cuMEFCxbkOaB5lT1IKpuXAxo1emnlhMOHD1Oj0fDzzz+XvT+5MOfe1pIkMTw8/KUBTceOHZ8b0FiTD1+p4pF8eZ9qpfbDlhNzB8vsSJLEEydOcNq0aaxbty4B0MbGhp3btGOirYNeJs38SbBzLDDzfpQ+58fnzqUWYEDTpiTJmTNnEgB37NihSH9yYEkf5jag6d+rj/ChCXz11VdUqVTct28fdRkZDHN3t/oH4Szpw6dPn740oKlazvuV9iCpbF5+ceWEBw8e0NPTky1atDDbDmrGYM7i8UUyBzRt2rTJmifZpG59q/KhGq8YHh4e+Pvvv3H06FGMGTMGvXv3RqNGjTBz5kxLS7NKVCoVfH198dVXXyEyMhK3b9/G/Pnz0SQRcMpINagt5/QUnJmzVCGlBYs6n32Gwx06oFVICP4eOBCTJ0/G5MmT8fbbb1tamlViZ2eH9u3bY9GiRbh16xaOHz+OsWPHovyle8KHJjB16lS0b98e7777Lva2aIF6jx/j1nffwbNBA0tLs0pcXV3x7rvvYt26dYiOjsbevXvxSWVf4UETsHFwQKlDh0AA91q0QL/evSFJEtatWwcbGxtLy7NKypcvj1GjRuHAgQOIjo7Gn3/+iXecSliVD1+54hEAmjZtipkzZ2LJkiVITEzE+vXrYWtra2lZBYIyZcrgk08+wVu2tpBUhtlDp1JDfShQGWEFkBY7d+KIuzvarV4Nv1q1MH36dEtLKhCoVCrUqVMHX331FboVKiR8aAIajQZ//vknWqWno8ORIwhs2RL1Jk2ytKwCQeaApklKivCgiXjUqoWHCxbAJy4OHYKCsH79enh6elpaVoHA1dUV/fr1Q2tKVuXDV7J4BIDY2FgAgFarRXJysmXFFEBskhKhoWTQMRpKsElMVEhRwUMC8FX58ogDMOPSJeiEDw1G+NB00q9dw88JCfgXwPbatS0tp8AhPCgPd8qXxyQAEwE47N1raTkFDmvz4StZPO7evRszZszA1KlT4eXlBX9/f1FA6gFJREZG4n//+x9ux8VBa8QoR+viopC6gsfkyZNx8MQJnPryS1RKScGxJk0sLalAkJaWhj179mDEiBG48TRG+NAE0hMT8bRtW6So1bj05ZeYv3AhNmzYYGlZBYKnT5/ijz/+QFRSsvCgidy4cQMDBgzA5S5dcNTTE9W++w63AwMtLatAcP36dcybNw93ExKsyoevXPF469Yt9O/fH126dMG0adPwzz//4MqVK/jkk09A0tLyrI60tDT8+++/GDFiBMqUKYP69etj0aJFuFymrFGjHKllK2WEFjC2bNmCH374AbNnz0b3b77BsffeQ4vz5xEyfLilpVklmYm6d+/eKF68ODp16oTdu3fjXtWqwocmcKRZM1RJSkLcsmUY/fXX6Nu3LwYNGoRLly5ZWppVcv36dcyfPx+tW7eGh4cHBgwYgKNOzsKDJpCamgp/f3+4ublh9Zo1qH7kCGJtbJDUuTNS/7tDKPh/JElCWFgYpkyZgpo1a6JixYqYNGkSTrsXty4fKvIYTh4o+QRTamoq69evz/Llyz+3VeGqVasIgMuWLZO9Tzkw99OFue2NnX2h0uSYeCbaWc+TXXKj5Dm/cuUKCxcuzJ49e2atWyjpdDzs7c0kgJc3bZK9Tzkwtw+vX7+e41ZyM2bMyNp5QfjQeEJGjSIBBvbpk/VaQkICq1Wrxho1ajAxMVH2PuXAnD7Mbyu5u3fvvvIeJJXNyx9//DHt7e15/PjxrNcurl/PZICHqlaVvT+5MOfT1rntjf3+++9z48aNTPhvlzdr8uErVTwOHz6cdnZ2jIiIeOlvORnYWjBHsMwtUee1RZI1rSklN0qd8+TkZNauXZuVK1d+aZHXpOhoXnJw4HVbW8Ybub+pkijtQ30SdU6E9v9E+NBAru3cyXiAweXKvbS7x7lz5+jk5MT+/ftb1TatmSjtw9wS9YABA7hx40bGx7+cbF/lWEgql5czL9wsX778pb8FffghCfDw4MGy9ikXSheP0dHR/P3339mjRw86OzsTACtWrMjPPvuMhw4dynEZI2vy4StTPP7xxx8EwJ9//jnHv6ekpLBu3br09vbOWgTbWlAiWOp0OoaFhXHKlCn08fF5LlEvXbo010SdnT27dnGzV1WrWM1ebpRKUB9++CEdHR156tSpHP9+fc8exgEMLV06xy27LIkS5yQzUQ8dOlTvRP0iX0ycxC3Ch3qTcP8+r9jb86qdHRPu38/xPX/++Wee8dKSKHFOoqOjuWrVqhwTdWBgYL7rDaYkJXNXhVqvpAdJZfLy6dOn6ejoyA8//DDX9wRVqcJkgBfXr5etX7lQ4pxcuXKFc+bMYfPmzalWqwmAjRs35nfffcdz587lO5i7fvUat5aubhU+fCWKx7Nnz9LJyYkDBgzI8+Rfv36drq6u9PPze2nLLksiV7DMnqi9vLyMStSZ3L59m+7u7nyrQ0eG9v8kaz/XjP/2z8z8nVBA93NVIkGtWLGCAPj777/n+b4jn3/+7HbiO+/I1rccyHVOHj9+/FKi9vb25tixY/VK1NnZvn07AfD7b79j6ICRwof5IOl0DC5XjgkAr27fnud7R4wYQTs7O4aHh8vSt1zIdU4yE3WLFi2yEnWjRo343Xff8ezZswZddf3ss89oZ2PLPX4DXjkPkvLn5bi4OFauXJm1atVicnJyru9LfvKEFxwdecPWlrG3bsnSt1zIcU50Oh1DQ0M5adIkVq9enQBob2/PLl268Ndff+X9XAZ3OZG5Z32FcuUY1HeoxX1Y4IvH+Ph4Vq1alTVr1mRSUlK+789MRjNnzpSlfzkwJVhmJuqePXuanKgzSUtLY+PGjVmmTBlGR0eTJJNj4nlsyiyGN+vEE77NGd6sE49NmVWg5vVkR+6kfeLECTo4OPCjjz7S6/0B9eoxHeBpK7ryY8o5uXLlCufOnStLos7k+vXrLFq0KP38/LKOFz7Mm0N9+5LAs/mO+ZCZjMqVK8cnT57I0r8cGHtOdDodjxw58lKifvvtt/nrr78yKirKKD0bN24kAM6fP5/kq+dBUt68LEkSe/bsycKFC/PKlSv5vv/mgQOMBXjE09Oq7sYYe06Sk5O5bds2DhkyhCVKlCAAuru784MPPuCmTZuMnmv8ySefPDfYs7QPC3TxKEkSe/fuzUKFCvHSpUt6H/fFF19QrVYzICDAZA1yYGiwvHr1ao6J+ttvvzU6UWdn1KhRtLW15dGjR01qx5qRM2nHxMTQ29ubdevWZUpKil7HpCcl8VShQoxSq/no7FmTNciBIecke6J+4403ZEvUmWROM6lQoYLVTTOREzl9eO7335kKMLBWLb2PuXnzJt3c3Ni5c2eruRtjyDlJTk7m9u3bZU/UmVy6dImFChVir169rHJ+qFzImZd//PFHAuAmAx4MPPrFFyTAgC5dTO5fLgw5J48ePeJvv/3Gbt260dHRkQBYuXJljh8/nocPH6ZWqzVJS+Y0k6VLl5rUjpwU6OJxwYIFBMANGzYYdFxGRgZbt27NEiVKmJzk5CC/YKnT6Xj06FF+8cUXiiTq7Kxfv54AuGjRItnatEbkStqSJLFbt24sWrQor1+/btCxUeHhfKRSMdLVldq0NJN0yEF+50TpRJ2doUOHWu0DbnIilw+fXL7MOxoNT7u4MC0hwaBjd+/eTZVKxRkzZpikQS7yOyeZibp79+50cnJ6LlEHBQWZnKgzSUpKoo+PD6tUqfLSw2+vGnLl5eDgYNrY2HD8+PEGHxvQsCEzAJ60ktyT3zm5ePEiZ8+ezaZNm1KlUlGlUvHNN9/kzJkzeeHCBdl0nDt3js7Ozlb3gFuBLR5DQ0NpY2PDsWPHGnV85ubszZs3t/jm7DkFy8xE/dFHH7FkyZIEwGLFinHgwIHctGkTEwxMEPpw4cIFuri4sG/fvlZlUiWQK2nPmjWLALht2zajjj8+Zw61AAOaNzdJhxzkdE4ePXrElStXKp6os7N69Wpa89JaciKHD3UZGQwrXpyPVSreM/Juwf/+9z+q1Wru37/faB1ykdM5uXTpEmfPns1mzZpRrVa/lKjljleSJHHgwIF0cnLimTNnZG3bGpEjLz98+JBeXl5G59SMlBSeKFKE99VqPszlgUNz8uI50Wq1DA4O5oQJE1i1alUCoKOjI/38/LhixQo+ePBAdg0JCQmsXr26VS6tVSCLx0ePHrF06dJ88803mZ6ebnQ7hw8fpkaj4eeff250G3KQGSz379//UqKuVKkSx40bp1iiziQxMZE1atRg9erVFSlMrQ05knZgYCDVajUnTZpkkpaA9u1JgGHTp5vUjqlknpNNmza9lKibNGmiWKLOTuYTmh988MErP4Ah5fFhQJs21AGM+O47o9vQarVs3749ixcvrtdKDEqSeU5+++235xK1g4MD/fz8uHz5ckUSdXZ+/fVXAuCaNWsU7cdaMDUva7VatmnTxuS7eQ9PneIDtZrHixZlhp5TgJQi85ysGTuWH374IYsXL04ALF68OAcNGsStW7fq9ZyFsUiSxL59+9LFxYUXL15UrB9jKXDFo9xBbu7cuQTAzZs3m9yWMVy6dImjR48mgKxL302aNOH333/P8+fPmyWBSpLE9957j87Ozjx//rzi/VkDpibtqKgolihRgq1btzb5yrUuI4PHPDz4RKXineBgk9oyBq1Wy5CQEL7//vsEkJWou3btapZEnUn2JzSVDMrWhKk+jPj+e+oABrRqZbKWzEF506ZNTRqUG0tSUhK3bNlCPz+/LB9mJuotW7aYzRORkZG0t7fnsGHDzNKfNWBqXp4yZYpszxGcXLiQGQADmjQxuS1jePDgAZcvX87BdeqQAOsArFatGidMmMCQkBBFL+JkZ9GiRQTAv//+2yz9GUqBKx7lvr0iSRJ79Oih95NhppKZqCdOnMhq1aoxc/1FAJw6darZEnV2lixZQgD866+/zN63pTAlaWdkZLBFixb09PSU7f/19OpV3rax4TknJ6aaYX5VUlISt27dykGDBtHDw4MAWLRoUQLg3LlzzV68GfqE5quCKT6MCgtjtErF8GLFqJNp6o2p04EMJTNRd+3alQ4ODgTAcuXKZV15NFeizuTp06csX74869evz9TUVLP2bUlMycs7dux4tpzW99/Lpiegc2cS4LEvv5StzdyQJInnz5/n999/zyZNmlClUlGtVrNvlSokwAM//KC4hhc5cuQIbW1tOXr0aLP3rS8FqnhUamJ3bGwsK1WqxNq1a+e5JpWx5JSoixcvzg8//JBbtmxhcHCw7GsO6ktYWBjt7Ow4cmTB2hHBVExJ2hMmTKBGo2FQUJCsms6tWsVUgIdq1JC13UwePnzI5cuX08/PL+uJwKpVq2aNqMPCwizmQ2Oe0HwVMNaHaQkJPO3iwrsaDR/LfEvL2AcR9UGSJF64cIEzZ87MStQqlYrNmjXj7NmzefHiRbNvk5mJTqdjly5d6Orqyhs3bpi1b0tjbF6+ceMGXV1d2bVrV1mf1pd0Oh4tWZIxKhVvKbAqilarZVBQEMeNG8fKlSsTAJ2cnNi9e3euXLmSjx49Muv2hNmJjo5mmTJl2KRJE6ZZwYOUuVFgisfMJSXefvttRZaUOHXqFB0dHTlo0CBZ2nv48CFXrFiRY6IODg5+bkRtqWD5+PFjli1blg0bNnytRtmk8ed8y5YtBMA5c+YooutQv34kwODhw2VpLzNRv/nmmzkm6uxYyoeZT2iOGzfOrP1aA8ae80BfX6YBPPvbb7JrMnYJtNzITNTjx4/PNVFnx1I+/P777wmAO3bsMGu/1oAxeTklJYX16tVjhQoV+PTpU9k1xd68yZs2Njzv6MgUGZbrSkxM5KZNmzhw4EAWK1aMAFiiRAl+9NFH3L59+0sXjixRPGq1Wnbo0IHu7u68c+eO2fo1hgJRPKamprJBgwaKL2b7+++/EwBXrFhh1PEXLlzgrFmznkvUTZs2zTFRZ8cSwVKn07FTp04sVqwYb1nZyv7mwJhzfvXqVRYpUoTvvPOOYnNRJZ2Oh729mQjwypYtBh+v1Wp5+PBhjh8/nlWqVMk3UWfHEj7MfEKzWbNmFplnZ2mMOechY8Y826GoVy/FdGVuvuDj42PUFIbMRP3BBx/Q3d09K1EPGTIkx0SdHUv48ODBg1Sr1ZwyZYrZ+rQmjMnL5lhO6+K6dUwGeKhaNaOOj4qK4q+//sq3336b9vb2BMA33niDX3zxBY8cOZLnhShLFI/Tpk2jSqXivn37zNansRSI4vHFldWV5KOPPqKDgwNPnDiR73tzStSOjo7s1q0bf/vttzwTdXYsESy/+eYbqlQq7tmzx2x9WhOGnvPk5GT6+vqyUqVKjI2NVVRbUnQ0L9vb85qdHePv3cv3/aYk6uyY24darZZt27ZliRIleE+Pz/kqYug5v7ZzJ+MBhpQtq/huHJnbvr7//vt6DZZyS9STJk3KN1Fnx9w+vHfvHj08PNi2bVuzz7G0FgzNy+ZcTivogw9IgIeHDMn3vZIk8ezZs/z222/ZqFEjAqBarWaLFi04d+5cg+ZTm7t43LNnD1UqFb/++muz9GcqVl88mntl9cydLby9vXPc2SIxMZGbN2/OMVFv27bNqDmT5g6W+/bto0ql4ldffWWW/qwRQ8/54MGD6eDgwJMnTyqs7BnX9+xhHMCQMmVyLBLu37/PX3/9lV26dMl60MCYRJ0dc/tQzic0CyqGnPPEhw952d6eV+3smGDAnrim8McffxAAf/nll5f+lpmov/vuu5cS9Zw5c3j58mWj+jSnD9PT09msWTOWKlWKDx8+VLw/a8WQvHzmzBk6Ojpy4MCBZltOK6hyZSYBvJTDPNyMjAwGBgZy7NixrFixIgHQ2dmZPXr04KpVq/j48WOj+jRn8Xjr1i0WK1aMnTp1spqdnvLDqovHc+fO0cnJyewrq2fuqdutWzdKksT79+9z2bJlzyXq6tWrc9KkSQwNDTX5n23OYHnnzh26u7uzQ4cOr+0omzTsnP/2228EwJUrVyovLBuhn3327PZkjx6UJInnzp2TPVFnx5w+VOIJzYKIvudc0ul4uEIFJgC8un27mdQ9Y/jw4bSzs2NERES+iTo6Otrk/szpw3HjxtHGxoYhISGK92XN6JuX4+LiWKVKFbMvp5X85AkvOjjwuq0tY2/dYnx8PDds2MABAwbQzc2NAOjp6cmhQ4dy586dem8TmxfmKh7T0tLYqFEjli1b1uhC1xJYbfEYHx/PatWqWWRldUmS+NNPPxEAy5Ytm/XovpyJOjvmCpZpaWls0qQJS5cuLUuQL8joe85PnDhBBwcHDtHjloncZGRkcEflykwH2PW/q9xyJ+rsmMuHSj2hWRDR95wfevddEmDIp5+aSdn/8/jxY1aqVInOzs5Zyzl5enry448/li1RZ8dcPvznn38IgPPmzVO0n4KAPnlZkiT6+/uzcOHCsudAfYhYt46xALfb29PWxoYAWLNmTU6ZMoXHjh2TPZaYq3gcOXIk7ezsGBYWpmg/cmMDK4QkPvroI9y7dw/h4eFwdnZWvE+tVovQ0FBs3boV27Ztw9WrV2Fra4s7d+5g4sSJGDduHNzd3RXXoSQTJ05EREQEgoKCCvxnMQexsbHw9/dH9erVsWjRIrP0mZiYiH///Rfbtm3Dzp07EffkCQ6pVFjy5Ak++PlndB44EA4ODmbRogRpaWnw9/dH0aJFsWrVKqjVaktLsnrOr16NRn/9hUM+Pmi5cKFZ+oyKisL27duxdetWHDhwAOnp6dBoNPD09MTu3bvRsGHDAv2/u3LlCj788EP4+/tj9OjRlpZTIFiwYAE2btyIf/75B5UrV1a8P5I4e/ZsVk4ODw/HOyoVNqWl4ecaNdBq2zZ4e3srrkNJ1q1bh59++glLlixBgwYNLC3HIKzy2//TTz9h/fr1WLFiBapWrapYP4mJidi0aRMGDhyIkiVLomXLlli7di3atGmDHTt24OnTp2jVqhV+//13ZGRkKKbDHGzYsAHz58/H3Llz0bhxY0vLsXpI4sMPP8Tjx4+xceNGRQu2qKgo/PLLL+jcuTOKFSsGf39/HD9+HEOHDkXIsWMof+wY7AGUmzwZtgU4YQPAmDFjcPbsWWzcuBGurq6WlmP1PL1yBYUHDcIVZ2c0CQ1VrB+SOHPmDGbMmIGGDRuiVKlS+OSTT5CSkoJZs2bh2rVrWYPqgICAAl04Jicnw9/fHyVLlsSKFSugUqksLcnqCQkJweeff45x48ahR48eivWTkZGBgwcPYsyYMahYsSJq1aqFWbNmoXz58lizZg2WP36MwAYN8P65c0jcs0cxHebgwoULGDJkCN577z0MGzbM0nIMx9yXOvO7FKz0yur37t3jzz//zM6dO2c9EVijRg1Onjw5x0vfDx48oKenJ1u0aGHyNnS5ofRtmosXL9LFxYV9+/Z9LfYL1of8zvkPP/xAANy6davsfUuSxNOnT3PGjBls0KABAVCj0bBVq1acN28er169+rLe2bOpBRjQooXserL6UNiHa9asIQD++uuvirRfEMnrnOsyMhhWvDgfq1S8Gxoqe9/p6ek8ePAgR48ezQoVKhAAXVxc6O/vzzVr1uS4LNqXX35JtVrNgwcPyq4nEyV9KEkSP/jgAzo6OvL06dOyt19QySsvP3z4kKVKlVJsOa24uDiuX7+e7733Xta0iFKlSnH48OHcvXv3S2sQZ6Sk8ESRIryvVvPRmTOy68lEydvWCQkJrF69ukWm5cmFVRWPSqysLkkSz5w5k2Oi/vHHH3NM1C8SFBREjUbDCRMmyKLpRZQMlomJiaxRowarVavGhIQE2dsvqOR1zg8dOkSNRsOJEyfK1l9GRobBifpFAtq1ow5g+DffyKYrO0r60BJPaBYE8jrnWf9vGXfUyp6oXV1dCYBeXl4cNmxYjon6RbRaLdu1a0cPDw/evXtXNl3ZUdKHy5YtIwCuXr1a9rYLMrnl5czltDw8PGRdTuvOnTtcvHgxO3ToQFtbWwJgrVq1OHXqVEZEROQbIx6cOMGHajUjXV2pVWgXFqWKR0mS+O6779LFxYUXLlyQtW1zYjXFo5wrq2dkZDAgIIBjxozJMVEb80TTnDlzCIBbjFi4OT+UCpaSJLF///50dnbmuXPnZG27oJPbOb9//z5LlizJVq1amXylOT4+nn///bfRifpFMq9EPVGpeCc42CRtOaGUDy31hGZBILdznnWluWVLk/vITNQdO3Z8KVGHh4cbXMw/evSIpUqVYtOmTRW5EqWUDyMjI2lvb8+hQ4fK2u6rQG55Wa4rzZIk8cSJE5w+fTrr1q1LALSxsWHbtm25YMECo7aDPDF//rPvyJtvmqQtN5QqHjMfxl2/fr2s7Zobqykev/rqK5NWVs9M1P3795clUb+IJEl85513WKRIEb2uVhqCUsFy6dKlBMA///xT1nZfBXI65xkZGWzZsiU9PT1538h19O7cucMlS5awY8eOtLOzMzlRv8jTq1d5R6PhWWdnpsbFmdTWiyjhw8wnNAsVKmSRJzStnZzOeVR4OB+pVAwvVsyoqyqSJPHkyZOcPn0669Wrl3W3pU2bNkYn6hcJDQ2ljY0NP/vsM5PbehElfPj06VNWqFCB9erVk/3p8FeBnPLyzp07CYDfffedUW2mp6dz3759/PTTT1muXDkCYOHChdmnTx+uXbtWli0NA956iwR4bOpUk9t6ESWKx6NHj9LW1pajRo2SrU1LYbbiMTkmnsemzGJo7eY84VmZobWb89iUWUyOiefu3bupUqn4jYG34+7evcslS5bwrbfeei5Rf/nll7Ik6heJjY1lpUqV6Ovra9Ri4LmhRLAMDw+nnZ0dR4wYIVubrwKZPgxp0Ia7PSszpEGbLB9OnDiRGo2GQUFBereXmai//vprxRL1i5xbtYqpAAN9fGRtVwkfzp8/nwD4zz//yNbmq0BuPoyLesBThQrxrkbDx3lsafoi6enp3L9/f46J+s8//1Rk72Gl/rdy+1Cn07Fr1650dXXl9evXZWnzVSG3vHzx1Fm6urqyS5cuBi2BExsby7/++ot9+/ZlkSJFCIBlypThJ598wr1798o2HS0TSafj0ZIlGaNS8fahQ7K2LXfx+PjxY9mn5VkSxYtHbXoGQweMZKKdIyWAWpX6ud8Jdo78wbsO3+7UOV+T5peozREYTp48SQcHBw4ePFi2NuUOlk+ePGG5cuXYsGFDk6+4viro48Pvy9Tk7Jmz8m0rp0RdqFAh9u7dW7FE/SKZ6/4Fyzg4kNuHISEhil2dKqjk60NbB4aUqcmTv+T/UFFmon733XezEnXp0qX5ySef8N9//1U8QUmSxF69esm+7p/cPpw5cyYBcMeOHbK09yqgjw/nVa7P6If5b7F769YtLlq0iO3ataPNf+sv1qlTh1999RWPHz+u+Bzn2Js3edPGhucdHZmSw65wxiJn8ajT6fjWW2/JMi3PWlC0eNSmZzCiUTtKAJnHjwQwrEEbatNfnmOWmahHjRrF8uXLWyRRv8jKlSsJgL/99pss7ckZLHU6HTt37kw3NzfevHlTBnUFH0N8GNGwXY4+jI2N5bp16yyWqF8kc8eRRIBXZHoiXE4fKv2EZkHEIB82ytmHmYm6ffv2WfMXfX19+dVXXzEyMtLsDyNlzmf18fGRbT6rnD4MCAigWq3m5MmTZVD2amCqDyVJYmRkJL/66iv6+vpmzV9s3749Fy1axFu3bpn9M11Yu5YpAA9Vry5bm3IWj9OnT6dKpeLevXtlUGYdKFo8hg4Yma9Bsxs1dMBIks8CUk6JesSIEfz333+t4mrakCFD6ODgwBMnTpjclpzBcsaMGVSpVNy9e7fJbb0qGOvDW7du8aeffrKaRP0i2fc6jpfhSUi5fKjUE5oFHWN8KEkSjx8/blWJ+kXOnDlDJycn2Z6kl8uHUVFRLFGiBNu0afNab8X6Isb4MC0tjf/++y9HjBjB0qVLEwCLFCnCd999l+vWrWNsbKylPxaDBg4kAR6W6YEouYrHf//9lyqVitOnT5dFl7WgWPGY9DSWiXYOehk08yfBzpGd23awykT9IikpKaxTpw4rVqzIGBMvlcsVLPfv30+1Ws3//e9/JrXzKmGsDxvXqWeVifpFru3axXiAIWXKULKSPdbNsRZgQcNYH1YuW/65RP3XX39ZRaJ+ETnX8JTDh+np6WzevDm9vLz48OFDkzW9KhjnQwd6FH22f3S5cuX46aefcv/+/VZ5RyGocmUmAby0caPJbclRPN6+fZvFihXjW2+99cptxapY8Xhsyiy9RzfZRznfNGjLRYsWFYhbrteuXWORIkXYvXt3k4pbOYLl3bt3Wbx4cbZv316MsrNhrA9/aP621SbqFwkdO5YEGNizp0ntyOFDU5/QfFUx1ocL2/fk/v37C8QE+2HDhtHe3t7kwYccPhw/fjw1Gg2DFVjSqiBjrA9/7foeT548aXUXcV4kKTqaFx0ceN3WlnEmzi00tXhMS0tjo0aNWLZsWaOWB7R2FNtjSh0YCEllWPM6lRpv2dth5MiRKFeunELK5MPb2xurV6/Gli1bMHfuXIvpyMjIQO/evWFvb48///wTGo3GYlqsDWN92IoS+vbtiyJFiiikTD6a/PgjDvn6osk//+Ds8uUW03Hr1i30798fXbp0wcSJEy2mwxox1odNUpLRtm1b2NnZKaRMPubPnw8fHx/4+/sjJibGYjo2b96MOXPmYPbs2WjatKnFdFgjxvqwTsxT1K5d2+q3cnRyd4fDjh1wy8jAucaNQUmymJbPP/8cx48fx4YNG1CsWDGL6VAKxYpHm6REaGjYP05DCTaJiQopUgY/Pz9MnDgRkyZNQlBQkEU0TJw4EWFhYfj7779RvHhxi2iwVl4XHzY5fBiXXFzgOmwYnly6ZPb+09LS4O/vjyJFimD16tUFeu9jJXgdfGhvb48NGzYgNjYWAwcOhGSBxH316lV88MEH6NmzJ8aOHWv2/q2d18GH5dq2xYUJE9Dk3j0E9expEQ3r16/HwoULMX/+fDRs2NAiGpRGsQivdXaBzogRzlOJuH37tkKqlGHGjBlo3rw5+vTpgwcPHpi1740bN2LevHmYO3cumjRpYta+CwLG+jAxLR1xBciHdi4ucD94EPaShBtNm0KXnm7W/seOHYvTp09j48aNcHV1NWvfBQFjfZigsUFGRoZCquSnfPnyWLNmDbZv347Zs2ebte+UlBT4+/ujRIkS+O2336z+KpklMNaHyXb2IKmQKvlpPGsWAuvXx5tbtuD00qVm7fvixYsYMmQI+vXrh+HDh5u1b3OiWPEotWoFtREjnE0xsShXrhzq1KmDadOm4cSJE1ZvWhsbG/z1119QqVTo27cvtFqtWfq9fPkyBg0ahN69e+PTTz81S58FDWN9aJeQAMdy5RBZrBgO9e6Ne0eOKKRQPjwbNMDtmTNR98kTHO7QwWz9/vnnn1i6dCkWLVqEevXqma3fgoSxPlz38CGKFy+Ofv36Yf369YiLi1NIoXy8/fbbmDJlCqZMmYKAgACz9fvJJ5/g8uXL+Oeff1C4cGGz9VuQMNaHf0ZFwdvbG6NHj8aBAwcKxICm2eHDOF+4MIqPHInoc+fM0mdiYiJ69uyJsmXL4pdffnm1BzBKTaZMjok36unC+7fuvLRMT+YK9ZZYT88QgoKCqNFoOHHiRIOOM2aCeGJiImvWrMlq1aoxPj7eUKmvDcb68NreAwz092eEmxvT/3v9vKMjA1q25IW1a01+sllJAtq2pQ5guIE7Nhnjw7Nnz9LJyYnvv/++1U+mtyTG+vDooeDnlumxtbVl+/bt+dNPP1nl0/+ZmLJckzE+XL58OQFw1apVhkp9rTDWhzs3bXlumZ6iRYuyX79+XLduHeNk3iZVTh6cOMGHajUjXV0N3urT0AdmJEliv3796OzszPPnzxsjt0ChWPFIGr++Xib5bbll6hI5SvDDDz8QALcasHCzocFSkiQOGDCATk5OPHv2rLFSXxtM9WHsrVsM+fRTBpcrx9j/3ndXo2Ggjw8jvv+eaQkJFvpkOaPLyGBY8eJ8olLxbmio3scZ6sP4+HhWrVpV1gWiX2VM9eHNmzctupOHoRi7ULyhPjx+/Djt7e358ccfGyv1tcIUH2YuEP6///0vxwHN7du3LfjJcubEvHnUAgxo2tSg4wwtHhcvXkwAXLdunTEyCxyKFo9y7KiQSebWhNOnT8/amtDGxkbRPYSNQZIkdu/enUWKFOG1a9f0OsbQYPnLL78QAP+QccP2Vxk5fZiWkMDI2bMZWKsW72g0JMBYPFtnMWTkSMZayRJTTy5f5h2NhmecnfUubg3xoSRJ7N27NwsVKsRLly6ZKve1QE4fZt9DuHDhws/doVFiD2FjCQ4Opo2NDcePH6/3MYb4MCYmht7e3qxbty5TUlJMkfraIKcPb968yYULF740oJk2bZpVDWgCOnYkAYZ99ZXexxhSPB47doy2trb89NNPTVBZsFC0eCT/fw/NhP/20Mz4b+/MjGx7CocOGJmnQXPizp07XLJkCTt27Ji1qHitWrU4depUhoeHW9S0MTExrFixIuvUqaNXQDMkWEZERNDOzo7Dhw+XQ+prgxI+lHQ6Xly/ngGtW/O8oyMJMB1gpKsrA3v04J3DhxX8RPlz7vffmQow0MdHr/cb4sMFCxYQADds2GCqzNcKJXyYlpbGffv2ceTIkSxbtuxzd2jWrl1r8Ts0P/74IwFw06ZNer1fXx9KksRu3bqxaNGivH79uhxSXxuU8GFMTAzXrl1rlQMaXUYGj5Yowacqld5xWd/i8fHjxyxbtiwbN25sNYM2c6B48ZhJckw8j02ZxfBmnXjCtznDm3XisSmzmBxj+ny9uLg4/v3333zvvfdYtGhRAmCpUqU4bNgw7t692yLbGZ48eZIODg4cMmRIvu/VN1g+efKE5cuXZ4MGDaxii8aCiJI+jAoLY2CfPgwvVoxp/43eLzo4MKB5c55fs8Yi8yQP9e1LAgzRY0Ssrw9DQ0NpY2PDsWPHyiXztUMpH0qSxBMnTnD69OmsW7du1h2atm3bcuHChRbZfEGSJPr7+7Nw4cK8fPlyvu/X14ezZs0iAG7fvl0uqa8dSvnQGgc0Mdev85aNDc85OTFVj3ma+hSPOp2OnTp1oru7u1XeslcSsxWP5iI9PZ0HDx7kmDFjWKFCBQKgi4sL/f39uWbNGj558sRsWn777TcC4MqVK/N8nz7BUqfT8e2336abm1uB2H3ndSfuzh2Gjh3L4PLlGaNSkQCj1GoeqlGD4TNm6BW85EDS6RhcvjwTAF7JZx6uPj589OgRS5cuzaZNm1rl9mSC57l9+zYXL17MDh3+f9vX2rVrc+rUqYyIiDDbHZq4uDhWqVKFtWrVynd+rD4+DAwMpFqt5hdffCG3VIHMZA5opk2bZvEBzYW1a5kC8NAbb+T7Xn2Kx6+//poqlYp79+6VU2aB4JUrHrMjSRJPnz7NGTNmsEGDBgRAjUbDVq1acd68eXrPSTSFwYMH08HBgSdPnsz1PfoEy2+//ZYqlYq7du1SQqZAQdKTknh87lwG+vryto0NCTAOYGjp0gweNoxPr15VtP/Ehw952d6eV+3smHD/fq7vy8+HWq2W7dq1o4eHB+/evauUXIFCxMXFcf369S/doRk+fDj37Nmj+N2M06dP09HRkR988EGeRWt+PoyKimKJEiXYunVrZmQYNt1JYHlyG9D873//M8uAJuj990mAwcOG5fm+/IrHvXv3UqVScfr06UrItHpe6eLxRe7du8eff/6ZnTp1op2dHQGwZs2anDJlCo8dO6bIxuXJycn09fVlpUqVct0nOb9guX//fqrVak6dOlV2fQLzIul0vLRxIwPatuVZZ2cSYAbA40WLMrB7d94+dEiRfq/t2sV4gCFly+Z6+zw/H06dOpVqtZr79+9XRKPAfKSnp/PAgQMcPXo0y5cvTwAsVKgQe/XqxT/++INPnz5VpN/Vq1cTAJctW5bre/LyYUZGBlu0aEFPT08+ePBAEY0C8xEbG8v169ezX79+ZhvQSDodgypVYhLAy3nMw82reLx9+zbd3d3ZsWNHReqGgsBrVTxmJz4+nhs3buSAAQPo5uZGAPT09OTHH3/MnTt3yvrk3tWrV1mkSBG+8847OY6q8gqWd+/epYeHB9u1a0etViubJoF1EBUezkPvvsuw4sWZ+t88ycv29gxo2pRnf/uNOhmvrISMGUMCDOzVK8e/5+XDXbt2EQBnzJghmx6BdSBJEk+dOsVvvvmG9evXz7pD07p1a86bN0/2h1GGDh1Ke3t7Hj9+PMe/5+XDCRMmUKPRMCgoSFZNAsuTOaAZNWpU1tJ8Sg1okqKjedHBgddtbRmfyzqkuRWPaWlpbNKkCcuUKcPo6GjZNBU0XtviMTsZGRkMDAzkZ599xooVKxIAnZ2d2aNHD65atYqPHz82uY8tW7YQAOfMmfPS33ILlunp6WzatClLlSrFR48emaxBYN3E37vH0PHjedjbm0/+myd5X63moerVGTZtGlNkmGQeWLs20wCeWb78pb/l5sObN2/Szc2Nb7/99ms7yn6duHv3LpcuXfrcHRofHx9OmTKFYWFhJnsgJSWFdevWpbe3d44PTuTmw7xiqODVIq8Bzfz582UZ0NzYu5ex/00fyuluTG7F4+jRo2lra8tjx46ZrKEgI4rHF5AkiefOneN3333HRo0aEQDVajVbtGjBuXPn8sqVK0a3nduoObdg+dlnn9HGxoahBiz0LHg1yEhJ4Yn58xlQty5v/jdPMgFgaKlSPPzRR3yix1OrOZGWkMDTLi68q9Hw8cWLz/0tJx+mpqayQYMGLF++vFkfNhNYB/Hx8dywYcNzd2i8vLw4dOhQk+7QXL9+na6urvTz83upGM3Jh5l3b3r06GE1awcKzEfmgOatt96SdUBz5PPPn92Neeedl/6WU/G4fv16AuBPP/1k9Gd5VRDFYz7cv3+fv/76K7t06UJ7e3sC4BtvvMFJkybxyJEjBpk2IyODLVu2pKenJ+/fv8/kNC3Xhd1i/yX7WbznVPZfsp/rwm4xOU3LjRs3EgDnz5+v4KcTFAQknY5XtmxhQIcOPPPfPEktwBNFijDAz483DxwwqL2osDBGq1QML1aM2rS0rOU6Qhq04W7Pygxp0CZruY4RI0bQzs6O4eHhCn06QUEh8w7N2LFj6e3tnXWHpmfPnkbdodmxYwcBcObMmSSZazx8EpfA2rVr5zlvXPD6kH1A4+rq+tyAZteuXQYPaALq1WM6wNM//0zy/5cvCq3dnCc8KzO0dnMemzKLJ8Mi6OLiwnfffVcMYEiqSNKArbBfa5KSkrB3715s27YNO3bswOPHj1GiRAl07doV3bp1Q9u2beHo6JhnGw8ePECdunVRou2HyPBujqR0HdQAdCQ0KhUkAI42KjwN3YCW7ilYv+6vV3tzdYHBPDx5Epd+/BEO//6LWo8ewQHAVXt73K1bF+6DBuGNDz6A2sYmzzYiZ85ErS8mY79PU7S4FAmn9BRIKjXUlLJ+J9k54qcSFVF00ggMGzHcPB9OUCAgifPnz2Pr1q3YunUrwsLCoNFo0KxZM/j5+aFbt26oWLFivu1MmTIFM2fNxsifd2L/HSnHeKiRMhAfthl7532GOr61Ff9sgoKDVqtFcHAwtm3bhq1bt+L69etwcXFBx44d0a1bN3Tu3BnFihXLs42M5GSc9/REscQkXO/+PurtWJdzPLR1wG/etTDwyL8o4lrUPB/QihHFo5HodDqEhoZmmfbKlStwcnJChw4d4Ofnhy5duqB48eIvHycR7y7ai2P3M/IuCkl0qF4cSwc0hEYtikdBziQ+eICz8+ZB+88/qH79OoqReKRW42LlynDo3Rs+Y8bA0c3tpeN0GVocq1ofTW6cQl7uIoDjDdvBN3g3NLZ5F6SC15f79+9j+/bt2LZtG/bv34+0tDS88cYb6NatG7p164YGDRpArVa/dFx6hhZ1PlmIRLcq+QySibd9vLCwbx0RDwU5QhLnzp3LysmGDGjuhYUh6p33UT/qUv7xsFE7+B4W8VAUjzJAEpcuXcLWrVuxbds2HDlyBCqVCm+++WaWaatUqQIAmLf/MhYcuKJ326PbVsbYdlWUki54hdClp+Psr78iZtUqlDt1ChUyMpAE4IynJ7SdO6P655+jWNWqAIAj73+Kxmt+yjNQZkIARweMRJPVi5SUL3hFSExMxL59+7B161bs2LEDT548QcmSJdG1a1f4+fk9d4dGxEOBUmQOaLZu3YoDBw7kOaAR8dBwRPGoAA8fPsSOHTuwbds27Nu3DykpKahWrRo6+3XHDttmSNPp35aznQYRU9rD0U6jnGDBKwclCdd37cKdxYtRLDgYNRITQQBnCxdG9JvN0eTAAThnpOrdXqKdIzQPH8KxaCHlRAteObRaLY4cOZJ1e/vq1atwcnJCx44d8VYXP8y7WQIpGZLe7Yl4KDCGxMTE56acZR/QvN2uI9oN6A/ndBEPDUEUjwqTnJyM/fv3Y+vWrdh1KRZ2zT40eA7jrB4+6NOgrEIKBa8D0WfP4uKcObDbsweSbTE0vnter1F2JgQQPmUWGs6YoJREwSsOSVy8eDHrDs2Z5EJwe+tTEQ8FZuXFAU2HVDv8JOKhwYji0YyM+us4dpy+D/3H2YBaBfjV9sL8PnUU0yV4vQhv0hF1j+2Hhvo7UatS42TTjqh/eJeCygSvE0N/P4K9l56ABqRtEQ8FckISRxt3QIPwg7AR8dAgXp7BLFCMpHSdQYUjAEgEEtO0iugRvJ7YpqYYVDgCgIYSbBITFVIkeB3RqmwMKhwBEQ8F8qJSqeCYnmZQ4QiIeAiI4tGsuNjbwNAHBdWqZ8cJBHKhdXaBTmXYV1+nUkPr4qKQIsHriIiHAmtAxEPjEMWjGXmzYjFIBk4SkAg08c57nSqBwBCkVq2gNmKkLbVspYwgwWuJiIcCa0DEQ+MQcx7NSEq6DvW+3YfkdP0ftxZPFwrkJiU2AVIJD/F0ocCiiHgosAZEPDQOceXRjDjaafBRc2+DjhnS3FsESoGsOBYthNN9hkDfUSMBnOkz+LUOlAL5EfFQYA2IeGgc4sqjmdFJxKh1J7DzzP183/u2j6fYUUGgCLoMLU4274S6x/aLHRUEFkPEQ4E1IOKh4Ygrj2ZGo1ZhYd86GN22Mpz/G0FnxsLM3852GoxuW1kESoFiaGxt4Ht4N44OGIlEO0cQz5afyP470c4RRweMFIFSoBgiHgqsAREPDUdcebQgKek6bDt1D0euP0FimhYu9jZo4l0MfrVLiVszArOREpuAM3OWQn0oEDaJidC6uEBq2Qo+44e/9rdmBOZDxEOBNSDioX6I4lEgEAgEAoFAoDfitrVAIBAIBAKBQG9E8SgQCAQCgUAg0BtRPAoEAoFAIBAI9EYUjwKBQCAQCAQCvRHFo0AgEAgEAoFAb0TxKBAIBAKBQCDQG1E8CgQCgUAgEAj0RhSPAoFAIBAIBAK9EcWjQCAQCAQCgUBvLFY8pqWlYeLEifDy8oKjoyMaNWqEffv2mV3H/fv3MWnSJLRu3RqFChWCSqVCYGCg2XXkxEcffQSVSoUuXbqYve/NmzejY8eO8PLygr29PUqXLg1/f3+cPXvW7FqUwlo8eODAAQwaNAhVqlSBk5MTvL29MWTIENy/f9/sWqzp+xAUFAQ/Pz+UKVMGDg4OKFmyJN566y2EhIRYRM+LCP+8jDX550VEPFUe8Z14GWuPY8ZiseLxgw8+wI8//oj33nsPCxYsgEajQefOnREcHGxWHZcuXcKsWbNw7949+Pj4mLXvvIiIiMDvv/8OBwcHi/R/5swZuLq6YvTo0ViyZAmGDx+OEydOoGHDhjh16pRFNMmNtXhw4sSJCAwMxDvvvIOFCxeib9+++Pvvv1GnTh08ePDArFqs6ftw+fJlqNVqDBs2DIsXL8b48ePx4MEDtGjRAnv27LGoNkD4JyesyT/ZEfHUPIjvxMtYexwzGlqAY8eOEQB/+OGHrNdSUlJYsWJFNmnSxKxa4uPj+eTJE5Lkhg0bCIABAQFm1fAikiSxSZMmHDRoEMuVK8e3337bonoyefDgAW1sbDh06FBLSzEZa/LgoUOHqNPpXnoNAKdMmWJWLdb4fchOUlISS5QowY4dO1pUh/BPzlijf0Q8NQ/iO6E/1hLHTMEiVx43btwIjUaDjz/+OOs1BwcHDB48GEeOHMGdO3fMpqVQoUJwc3MzW3/6sGbNGpw9exbffvutpaU8h4eHB5ycnBAbG2tpKSZjTR5s0aIF1Gr1S6+5ubnhwoULZtMBWOf3ITtOTk4oXry4xT0o/JMz1ugfEU/Ng/hO6I+1xDFTsEjxeOLECVSpUgWFCxd+7vWGDRsCAE6ePGl026mpqfD390dERIQpEmXBGC0JCQmYOHEiJk+ejJIlS8qm5enTp+jSpQtu3Lhh0HGxsbGIjo7GmTNnMGTIEMTHx6Nt27ay6bIU1u7BxMREJCYmwt3d3eg25NIiF8ZqiY+Px+PHj3Hx4kVMnjwZZ8+etbgHhX/Mj4in1o34TuSNNcYxU7BI8Xj//n14enq+9Hrma1FRUUa3rdVqERUVhQ4dOphkVjkwRsvXX38NR0dHjB07VlYt6enpuHLlClq3bo3bt2/rfVzjxo3h4eGBWrVq4e+//8aXX36JwYMHy6rNEli7B+fPn4/09HT06dPHaB1yaZELY7X07t0bxYsXR/Xq1TF37lwMHToUU6dOVU6oHgj/mB8RT60b8Z3IG2uMY6ZgkeIxJSUF9vb2L72eOZk5JSUl12MlSUJqamquPzY2NtiyZQvKlSuH9u3bK/o0m9xaLl++jAULFuCHH37I8fzkhU6ny1NL0aJFsWvXLpBEmzZtcO/ePb3aXblyJfbs2YMlS5agevXqSElJgU6nM0ibNWLNHgwKCsL06dPRu3dvtGnTJs/3vsrfh0xmzpyJvXv3YsWKFWjcuDHS09Oh1WoV+xz6IPwjPyKeFmzEdyJvrDGOmYQlJlrWqFGDbdq0een1c+fOEQB//vnnXI/dvn07Aej9U6NGDb11GTrBW24tb731Flu2bPnca/pO8F60aJFBWoyZNP706VOWKFGC48aNM/hYa8NaPXjhwgW6ubnR19eX8fHx+b7/Vf4+5ERaWhpr1KjBnj17GnysnAj/5I+l/SPiqXkR3wn9sZY4Zgo2sACenp45jtQy12Dy8vLK9VhfX1+sXLky3z4WLFiAkydPPjd5V27k1HLw4EHs2bMHmzZtws2bN7Ne12q1SElJwc2bN+Hm5vbSfJJM2rVrl68WSZIwffp0REVFYdCgQfnqfhFXV1e0adMGf/75J+bMmWPw8daENXrwzp076NChA4oUKYJdu3ahUKFC+R7zqn4fcsPOzg5+fn6YOXMmUlJS4OjoaIxUkxH+kR8RTws24juhP9YSx0zCEhXr+PHjqdFoGBcX99zr3377LQHw9u3bJrX/9ddfE3h+yQB9UGJpCX21rFy5Mt8Rzrx584zWIUkShwwZQo1Gw3Xr1hndTvfu3eno6Gj08daCtXnw8ePHrFatGj08PHj58mWT+jZVSyaW/D7kxZgxYwiADx8+lE2XoQj/5I+Ip/nzqsRTUnwnDMUa4pgpWKR4PHr06EsnPjU1lZUqVWKjRo1Majs6OprFihXjt99+a/Cxcgc7Q7TcunWLmzdvfumnePHirF+/Pjdv3syrV68areXcuXN0dnbm6tWr9Xp/Toa+ceMGCxUqxObNmxutw1qwJg8mJiayYcOGLFSoECMiIkzq21Qt2bHk94HM2YMxMTEsU6YMy5QpI4smYxH+yR8RT/+fVz2ekuI7kRvWHMdMQUWSSl3VzIvevXtj8+bNGDt2LCpVqoRVq1YhLCwMBw4cQIsWLUxq+8GDBwYtyzBjxgwAwLlz57Bu3ToMGjQIFSpUAAB8+eWXZtXyIuXLl0fNmjWxY8cOk3QYqqVEiRJo27YtfH194erqiitXrmDFihVITk7GgQMH8Oabb5qsx9JYiwe7d++OrVu3YtCgQWjduvVzf3NxcUH37t3NpgWwnu9DvXr1ULp0aTRq1AgeHh64ffs2Vq5ciaioKKxfvx7+/v4maTEV4Z+csRb/5ISIp8oivhMvY+1xzGgsVbWmpKRw/PjxLFmyJO3t7dmgQQPu2bPHIlqQx60NS2OpHRG++uor1q9fn66urrSxsaGXlxf79u3L06dPm12LUliLB8uVK5er/8qVK2d2Pdbyffjpp5/YrFkzuru708bGhsWLF2fXrl0ZFBRkVh25IfyTM9bin5wQ8VRZxHfiZaw9jhmLxa48CgQCgUAgEAgKHhZZ51EgEAgEAoFAUDARxaNAIBAIBAKBQG9E8SgQCAQCgUAg0BtRPAoEAoFAIBAI9EYUjwKBQCAQCAQCvRHFo0AgEAgEAoFAb0TxKBAIBAKBQCDQG1E8CgQCgUAgEAj0RhSPAoFAIBAIBAK9EcWjQCAQCAQCgUBvRPEoEAgEAoFAINAbG0sLeJ1JiU3AmTlLoQ4MhE1SIrTOLpBatYLP+OFwLFrI0vIErwnChwJrQPhQYA2kpOuw7dQ9hF57gqR0LZztbPBmxWLwq10KjnYaS8uzGlQkaWkRrxu6DC3CBo9FrfUr4JSeAkmlhppS1u9kO0ec7jMYDVfMg8ZW1PcCZRA+FFgDwocCa0AnEQsPXsHyw9eRlK6DWgVIRNZvZzsNhjT3xqg2laFRqywt1+KI4tHM6DK0ONm8E+oe24+87EcAxxu1g+/h3SJgCmRH+FBgDQgfCqwBnUSMWncCO8/cz/e9b/t4YmHfOq99ASnmPJqZsMFj8w2UAKACUPfYfoQNHmsOWYLXDOFDgTUgfCiwBhYevKJX4QgAO8/cx8KDVxRWZP2IK49mJDkmDixZEs7pqXofk2jnCM3Dh2LOj0A2hA8F1oDwocAaSE7Xov63+5GcrtP7GGc7DSKmtH+t50CKK49m5OzcX+BkQKAEAOf0FJyZs1QhRYLXEeFDgTUgfCiwBrafijKocASApP8eqnmdEcWjGVEHBkJSGXbKdSo11IcClREkeC0RPhRYA8KHAmsg9NoTGDp9Ua0Cjlx/ooygAoIoHs2ITVIiNJQMOkZDCTaJiQopEryOCB8KrAHhQ4E1kJimhWTg5D2Jz457nRHFo5lISkpCvEoFrREjba2Li0KqBK8bD0+eRGJKCnTChwILQUnC1a1bkZiQKHwosBharRaBgYG4fO40IBl221qtAlzsX++n/kXxqCAPHjzAsmXL0LVrV7i7u2N99GOjRtpSy1bKCBS88mQm6sCOHXHWxQUl6tSBbVIy1MKHAjOiTU3FyQULEFivHm7b26NS9+5QpaUJHwrMSkJCAjZu3IgBAwbAw8MDrVu3xo2j/wIGDmIkAk28iymksmAgnraWEZI4f/48tm3bhq1bt+LYsWNQq9Vo1qwZ/Pz80LF1W1Ro0kQ8XShQFG1qKs7+8gtiV69GhdOnUU6rRSKAs15e0L79NryHjUAR4UOBwiREReHs3LnQbdmCN27cgBuJB2o1LletCse+fVFp4Iewq1JF+FCgKPfu3cP27duxdetWHDx4EOnp6fDx8YGfnx+6deuGN3x80eD7A+JpawN5va+7yoBWq0VISEhWwXjt2jU4OzujY8eOWLVqFTp37gx3d/es9x/pMwSN1/yU77pmwLOFcc/0GYwmIlAK8iEhKgpn582DbtMmvHHjBnyzJepHffrAZ/RoNC5aNOv9wocCJXhw/Dguz5kDx/37USs6Gk0AXHZwwOk334THRx+h2nvvoaTN/6cd4UOB3JDEmTNnsnJyREQENBoNWrRogVmzZsHPzw/e3t7PHfNRc28s2H8ZUOn35MyQ5t6vdeEIiCuPRpGYmIh///0X27Ztw86dO/HkyRN4enqia9eu6NatG9q0aQMHB4ccj9VlaHGo1ptofTE83x0VjtVoggYngsSOCoIceXD8OC7PnQvHfftQKzoa9gCu2NvjXv36KD54MKoPGAC1Tc7eSY2Lx8kajdHo3oV8fRjRoA3qhvwrfCh4CUoSrmzejKilS1H86FHUSEqCFsCZokUR36oVKowejbKtWuV6/LUrV3GujR+63s3fh8cbtoNvsNhhRvAyGRkZOHz4cFbBePPmTbi4uKBTp07o1q0bOnXqBDc3t1yP37R5C4auOgrn6s2AfJz4to+X2GEG4sqj3kRFRWVd+j5w4ADS09NRs2ZNDBs2DH5+fqhfvz7U6vznTezcvQvvXIzAXy27ofORvXBOf/bwgoZS1u8kO0cc9aqCqhfDEXP1CtyrVzfDJxRYOzklanc8S9RHu3dHhdGjUblVK1TWo61jrVuh4b2LONCuJxoH7crVhz+XqoogDyds0Yjp0YJnZCQn4+zSpYj/4w9UOHsWVbRaeAI4W7o0Qt5/H2+MG4c6FSvm205aWhr69nsXT21T4dp3KOpsWp2rD38qURF2vd5CPVE4Cv4jPj4ee/bswdatW7Fr1y7ExsaiVKlSWbejW7VqBXt7+3zbuXr1Kj78YCDad+iIpm0+xPLgG1l7W+skQqNWQSKgoRaxR//BgHdGvvaFIwCAghyRJImnT5/mjBkz2KBBAwKgRqNhq1atOG/ePF67ds3gNq9du8YiRYqwe/fulCSJyTHxPDZlFkN9W/CEZ2WG+rbgsSmzmBwTz6jwcD5SqRjh5kZtWpoCn1BQEEhPSuLxuXMZ6OvLWzY2JMB4gKGlSzN42DA+vXrV4DZDx44lAQb27EmSWT4MbtCWuz0rM7hB2ywf7ty5kwD43Xffyf3RBAWIuDt3GDJmDIPLl2eMSkUCjFKreahGDYbPmMHUuDiD2xw2bBjt7e0ZGRlJknnGw/Hjx9PGxobBwcFyfzRBAeL27dtcvHgxO3ToQFtbWwJg7dq1OXXqVEZERFCSJIPaS05OZu3atVmlShXG/efh5DQt14Xd4oAl+1m851QOWLKf68JuMTYhmY0bN2bZsmX5+PFjJT5egUIUj9nIyMjgwYMHOXr0aFaoUIEA6OLiQn9/f65Zs4ZPnjwxuu2UlBTWqVOHFStWZExMzHN/O//HHyTw7Hc2ImfPphZgQIsWRvcrKHhkT9RPX0zU33xjVKLO5NquXYwHGFK2LCWd7rm/RUZGEkBWMs/kyy+/pFqt5sGDB43uV1DwiAoLY2CfPgwvVoxpAAnwooMDA5o35/k1a17yjyGsWbOGAPjrr7++9Lec4mFGRgabN29OLy8vPnz40Oh+BQULSZJ44sQJTps2jXXr1iUA2tjYsG3btly4cCFv3LhhUvsffvghHR0defr06Zf+llM8vH37Nt3d3dmpUyfqTPD/q8BrXzzGx8fz77//5nvvvUdXV1cCoJeXF4cNG8bdu3czNTVVln6GDBlCBwcHnjx58qW/5VY8kmRAu3bUAQz/5htZdAisEyUTdSaJDx/ysr09r9rZMeH+/Zf+nlvxqNVq2a5dO3p4ePDu3bsm6xBYJ5JOx4vr1jGgdWued3QkAaYDjHR1ZWDPnrxz+LAs/Zw5c4aOjo4cOHBgjleKcouHUVFRLFGiBNu0aUOtViuLFoH1kZ6ezn379nHkyJEsW7YsAbBw4cLs06cP165d+9LFF2NZvnw5AXD16tU5/j23eLh3716qVCp+/fXXsugoqLyWxeOdO3e4ZMkSduzYkXZ2dgTAWrVqcerUqQwPDzf40nd+rFy5kgD422+/5fj3vIpHXUYGw4oX5xOVindDQ2XVJbAckk7Hi+vXM6B1a55zcno+UffoIVuizt7f4QoVmAjwytatOb4nt2BJko8ePWKpUqXYrFkzpqeny6pNYDnSk5IYOWsWA2vV4h2NhgQYCzCkTBmGjBzJ2Js3Ze0vPj6eVapUoY+PD5OSknJ8T56D6YAAqtVqTpkyRVZdAssSExPDv/76i3379mWRIkUIgGXKlOHIkSO5d+9epsk8devEiRO0t7fnxx9/nOt78oqH06dPp0ql4t69e2XVVZB4LYpHSZJ48uRJfv3116xXr17W/MU2bdpwwYIFJl/6zotTp07RwcGBgwYNyvU9eQVLknx69SrvaDQ84+xs0i1LgWVJT0pi5OzZuSbqmOvXFev7UL9+JMDgESNyfU9ewZIkQ0JCaGNjw3HjxiklU2AGYm/dYsinnzKkbFnG/neV+65Gw0AfH0Z8/z3TEhIU6VeSJPbq1YuFChXipUuXcn1ffvHw+++/JwDu2LFDEZ0C83Dz5k0uXLiQ7dq1o42NDQGwTp06nDZtGo8fPy77RZxMYmJi6O3tzbp16zIlJSXX9+UVD3U6HTt27Eh3d3feuXNHEZ3WzitbPKanp3P//v389NNPWa5cuecuff/55598+vSp4hpiY2NZqVIl+vr6Mjk5Odf35RcsSfLcqlVMBRjo46OEVIFCZCbq4HLlzJqos5PlnZo183xffsUjSc6bN48A+M8//8gtU6Agd0NDGejvzwg3N6b/58Pzjo4MaNWKF9aulWVaRH7Mnz9fL+/kFw91Oh27du1KV1dXRQf+AnmRJImRkZH83//+R19fXwKgra0tO3TowJ9++om3b982i4Zu3brR1dWV1/MZrOcXD6Ojo1mmTBk2adJE9iujBYFXqniMjY3lunXr+O6772Zd+i5dujQ/+eQT/vvvv2b9B0uSxB49erBIkSK8ms8TsfoUjyR56N138716JLA82RN1WvZE3bKl2RJ1JoZctdaneMy8elS4cGFevnxZbrkCmZB0Op7/449nnvtv/mIawAg3Nwb26mX2KTCZV60/++yzfN+rTzx8+vQpK1SowHr16uV59UhgWdLS0vjvv/9yxIgRLF26NAGwSJEi7NevH9etW8fY2Fiz6pk1a5beV631iYfHjh2jra0tR48eLaPKgoHZisfMx99H/XWcg1eFcdRfx7ku7BaT00yb+Hzr1i0uWrSI7du3z3p039fXl1999RUjIyMVu/SdH3PmzCEAbtmyJd/36ls86jNvTZA3mcuBhDftxBO+zRnetFPWciDGklOiTs9M1P7+Fpurmn2+7B09ljjRJ1iSZFxcXL7z1gR5o4QP0xISGPHddwysWZP3sk2LCC5XjiGjRjH21i0ZP4H+PHz40KD5svrGw+PHj9Pe3p5Dhw6VS+prhxI+fPr0Kf/44w/27t2bhQoVIgCWK1eOo0aN4v79+y02ZzowMJBqtZqTJ0/W6/36xsOffvqJALh+/Xo5ZBYYFC8etTqJP+67xDf+t5vlJu1ghS92PPf7jf/t5o/7LlGr06/IkySJx48f51dffcU6depkPbrfvn17Llq0iLcsFCCzExQURI1GwwkTJuj1fn2DJfn8E7Px9+6ZKvW1QZuewdABI5lo50gJoFalfu53op0jQweMpDY9Q6/2shK1jw/vWlGizo6hT+rrGyzJZ0/MOjk55frErCBn5PZhzPXrDB4xgiFlyjDuv6vcdzQaBtaqxcjZs5lu4eJeq9Wybdu29PDw4D0945Uh8XDZsmV5PjEryBm5fXjjxg3Onz+frVu3pkajIQDWq1ePX3/9NU+dOmXxGGHMk/r6xkNJkvjuu+/SxcWFFy5ckENugUDR4lGrkzjiz0iWm7Qj358Rf0bmWkCmpaVx7969/OSTT1imTJmsS9/vvvsu//rrL7Nf+s6L+/fv09PTky1atGBGhn5fPEOCJZn3Wn2Cl9GmZzCiUTtK/yXX3H4kgBGN2uUaMGNv3sxK1LFWmKizY8waoYYUjyS5evVqAuCyZcuMlflaIZcP7xw+zMAePRjp6po1f/GckxMD2rThxfXrrSomTJ061eA1Qg2Jh5Ik8YMPPsh1rT7By8jhQ51Ox/DwcH755Zf08fEhANrZ2fGtt97ikiVLrOohkoyMDLZo0YKenp588OCB3scZEg8TEhJYvXp11qhRg4mJiabILTAoWjz+uO+SXoVj5s+P+/7/CbyYmBiuXbuWffr0YeHChQmAZcuW5aeffsr9+/db5QTVjIwMtm7dmiVKlGBUVJTexxlaPJLZdgnx9zdG6mtF6ICR+QbK7AEzdMDIrGMLUqLOxNjdiQwtHkly6NChz+0SIsgdY30o6XQ8t2oVA5o140UHh6z5i+HFivFQ376MCguz8CfLmV27dhEAv/32W4OOMzQeJiUlsVatWs/tEiLIHWN9mJqayl27dnHYsGH08vIiALq6urJ///78+++/rfbcT5gwgRqNhocNXP7M0Hh4/vx5Ojs787333rP4lVZzoFjxmJSWwer/3arW96fa1F2cM38h27Ztm/Xoft26dTl9+nSePHnS6v8hX3zxBTUaDQMDAw06zpjikSQDfX2ZBvCMuPKTK0lPY5lo56BXoMz8SbBz5N5mLQpUos4kPSmJpwoV4j2NhtHnzxt0rDHFY0pKCuvVq8cKFSqYZQWDgoqxPtxfw4dRajUJ8KlKxcMVKjB07FjGWdGVnZy4efMm3dzc2KVLF4N34jAmHl6+fJmFCxemv7+/1ecJS2KsD/u805MuLi4EwAoVKnDMmDEMCAiw+jVft2zZQgCcO3euwccaEw//+usvAuDSpUsN7q+godgu89tPRSE5XWfQMcnpOnyzahcae9hgwYIF8PPzQ+nSpRVSKC/bt2/H999/j1mzZqFly5Zm6bPJ4cO45OkJt2HD8KR5cxSrWtUs/RYkzs79BQ3SUw06xjk9BY43H+NxyZJ4+s47qPHZZ6hfQHwY0rw5miYk4OIvv8CnenXF+3NwcMDGjRtRt25dDBw4EFu2bIFarVa834KGsT5UxxOXa9fGg/79UXPYMDRzclJIoXykpaXB398fhQsXxurVq83ih8qVK2PlypXo2bMnFixYgDFjxijeZ0HEWB9WvRENn0mT0K1bN9SoUQMqlUohhfJx7do1DBw4ED179sTYsWPN0mffvn0REhKC0aNHo379+qhfv75Z+rUEihWPodeeQK0CJOp/jFoFvPfZdCzu31ApWYpw/fp1vP/+++jWrRs+//xzs/Vr5+IC94MHYduoEW40bYqiUVHQ2NmZrf+CgDowEJJKDQ0lvY/RqdSwL1sWDUJ2K6hMfo6MG4dWx4/jUI8eaPnxx2brt3z58lizZg26dOmC2bNnY9KkSWbru6BgrA8LlS2D+sG7FFQmP2PHjsXp06cRGhoKV1dXs/Xbo0cPjBs3Dp9//jkaNGiApk2bmq3vgoKxPuzq4oz6U6YoqExeUlJS0LNnT3h4eOC3334za7E7d+5chIeHw9/fH5GRkShWrJjZ+jYnig0JE9O0BhWOAECokCZZ/4gmO6mpqejVqxeKFSuG33//3ewjMs8GDXB75kzUffIEhzt0MGvfBQGbpESDAiUAaCjBNjlJIUXKcOPff1Hjxx8RWqYMWmzYYPb+3377bUyZMgVTpkxBQECA2fu3doz1oU1SokKKlOHPP//E0qVLsWjRItSrV8/s/X///fdo3LgxevfujUePHpm9f2vHaB8mFiwfjhw5EpcvX8Y///yDwoULm7VvOzs7/P3330hMTMSAAQMgSYad74KCYsWji70N1AbWUSoQyEhTRpBCjBo1CufOncPGjRtRtGhRi2ioO2ECgtq2RYtDhxDx7bcW0WCtaJ1doFMZZnOdSo10BweFFMlP0qNH0Hbrhsd2dvA5ehQqC902nj59Olq1aoW+ffsiKirKIhqsFWN9mOHkrJAi+Tl37hw+/vhjvP/++/joo48sosHW1hbr16+HVqtFv379oNMZNnXqVcdYH2qdXRRSJD+//fYbfvvtNyxduhQ+Pj4W0VC2bFn8+eef2LNnD7777juLaFAaxbLMmxWLGXzlUSKwfuHXqF27NqZOnYqIiAiQBjZiRlatWoVly5Zh8eLF8PX1taiWFnv2ILJ4cVSYOhX3jhyxqBZrQmrVCmojRtrS3Xs47uaGQz174m5wsELqTIeShBNNmsArLQ3S33+jkJeXxbRoNBr89ddfsLGxQd++fZGRkWExLdaGsT5Mu30boWXLIuSTTxB365ZC6kwnISEBPXv2hLe3N5YuXWrROXFeXl5Yt24dAgICMG3aNIvpsEaM9WHi7ds4VKsWImfORLoVX4U8efIkPvnkE3z0f+yddVhU6RfHz8zQDSKCidhdmNid6K65Kna3a63dunbXuuqaayvW2gOICKKigl2IiIAiDQIz9/v7Q4cfKDFx78wdvJ/n8fF5YO77nnk598Qb5x0+nAYOHKhTWdq1a0fz5s2jefPm0dWrV3UqCxdwFjy61yhGZkYSlZ4xNzag7bOGU/Xq1WnLli1Ut25dKl68OI0ePZouXrxIaWn8mZUMDg6m0aNH0+DBg2no0KG6FofEBgZU5uZNShWLKbZNG16/4Nqk2tTRlGKk2ixispEpJTesRoxYTA1PnqTiTZrQM1NT8mralB7v20fg0TLEjQEDqPHr13R/9Ggq27WrrsUhBwcHOnr0KN26dYtmzZqla3F4g7p6mFrWkWw/fSK3rVvJzNmZlwkNABo2bBhFRETQiRMnyIwHh3patGhBS5YsoSVLltCFC/q1Z5RL1NVDmY0hlXn8mOrMnEmplpbkV7Ik+Y0fz6uEJi4ujnr06EGVK1emjRs36locIiKaO3cutWnThn777TcKDw/XtTiswlnwaGokoeFNXFR6ZngTF+rXuyft37+foqKi6Pr169SrVy+6dOkSdejQgezt7alnz5504MAB+vz5M0eS5098fDx1796dypcvT1u2bNGZHN9jV64cJezaReWSk+lWo0a6FocXmNpY0sPew0jZ+WsQUXDvodTq6GFy/fSJvrx7R7cmT6ZPjo5U09eXKg8cSJGGhuRTpQrdWbKE0hISuBQ/T54cOED1Dx4knypVyG3rVp3J8T1ubm60cuVKWr16NZ06dUrX4vACdfWwjfQaVUpJoQ+3b5Nf7968TGg2bdpER48epd27d1P58uV1Jsf3zJgxgzp37kz9+/en0NBQXYvDC9TVw9YPg6hYejo9O3yYglq0INtPn6jR5s3ZE5qbN7kUPW85ARo8eDDFxMTQ8ePHyYQn244kEgkdPHiQTE1NqVevXgVrNYbLOkDK3jBTcsZZdF97IdcbZhiGQXBwMJYsWYJ69eqBiCCRSNC8eXOsXbsWr1694vJr/CDLr7/+CisrK7x48YKVNtWt85gb3n36AES4OX48K+3pO6rcqHDbtWWuN3ukJyfj3po18KpVC28NDAAiJBDBr1gx+I4ahc8vX2rtO31++RJhBgYIMTfHF5aK86pT1yw3GIZBjx49YGVlhefPn7Mgnf6j0s0e9XK/YSb+3Tv4TZ4MX2dnxIpEABEixGJ4V6mCwMWLWdMHZfDz84OBgQEmT57MWpts2sPPnz+jdOnScHV1xZcvX1iQTv9h66aj9/7+8OrdG4GFCiHt2zNPTUwgbdIEj/fv1+oFCitXrgQR4ezZs6y1yaY99Pf3h6GhISZNmsSCZPxAJ3dbl5xxNtvd1rUGzEFhBweEh4cr1eb79++xfft2dOzYEcbGxiAiVK1aFbNmzUJAQIDKRWlVYc2aNSAinDp1irU22Q4eGbkcvs7OSCTCC09PVtrUdxR3uSZ+u8s149sdror/E41MsaZMbbRs3kKpayUZuRzPjh+HtHVrhJibA0TIIMI9Gxt4deuGt1IpZ99FnpGBAAcHxIhEeOfry1q7bBpLAIiPj0f58uVRvXp1JPPo6kZdooweLi9RFQvmzVeqvcyEpmZNhGk5oYmOjkbx4sXh5ubGarFotu3h3bt3YWxsjFGjRrHSXkFAKT0sWQ3XrlxRqr34d+9wc9KknBOaJUs4TWi8vb0hkUgwc+ZMVttl2x5u2rQJRISjR4+y0p6u4Tx4VJCSJsPh22/hsfUqCnefC4+tV3H49lukpMk0MkKJiYk4ceIEBgwYADs7OxARnJycMGLECJw/fx6pqamsfYcbN25AIpFg2rRprLUJsG8sASApKgrPjY3x0sgIiR8+sNauvpMSm4CA2SvgW7cV/nMqB9+6rRAwewVSYhPg5eWlthH6cPcuvPv2xe3ChfHlWxb+3NgYUjc3hOzeDbmS95wrg7RNG8iJcHvhQtbaBNg3lgDw8OFDmJqaYvDgway1WRDISw8XLVoEkUiES5cuqdSmNhMamUyGNm3awEGFpF9ZuLCHf/31F4gI+/fvZ63NgoBCD/1qNkWQUzn41WyKgNkrkPgpFi1btlT5ql0g54Qmngh+xYuzntBERETA0dERLVool/SrAtv2kGEY9OnTBxYWFnj69CkrbeoSrQWPCnL7g7Cx/JGRkQFvb2/8/vvvKFOmDIgI5ubm+PXXX/HPP//g48eParcdGRkJJycnNG3alHUl5cJYAsCr8+eRQATfUqV4eQezLslND1esWAEiwpkzZ9RuO/HDB/hNnYobLi6I+ZaFfxCL4V2xIm4vWIDU2Fi12763ejVkRJA2aaJ2G7nBRfAIAHv37gUR4e+//2a13YJATmMul8vRoUMHFCpUCGFhYWq3HREYyFlCM2/ePIjFYly9elXtNnKDC3vIMAwGDBgAMzMzhISEsNZuQSGnMY+KikLRokXRpEkTtWeWMxOaVq3wyMzsh4QmzNtbbZkzMjLQrFkzODk5ITIyUu12coMLe5iYmIiKFSuiSpUqSEpKYq1dXcCb4BEANmzYACLCsWPHNO6HYRg8evQIy5YtQ4MGDUBEEIvFaNKkCVavXq3SfkWZTKZ2FqYMXAWPAHBz0iSACF49e7Letj6Tmx4yDIOuXbvCxsaGlb20GampCFq/HtI6dRD6LQtPJMKtokVxY/hwfFIhA40IDES0SIQ7dnaQpaVpLNv3cBU8AsCIESNgbGyMe/fusd62PpPbmH/69AklS5ZE/fr1kcbC3zrh/XvWEpr//vsPIpEIS5Ys0ViunODKHiYnJ6NatWqoUKECEhISWG1b38ltzH19fWFgYICpU6ey0k9EYCC8f/uNlYRmxowZkEgk8PHxYUW27+HKHj569Ajm5ubo37+/Xt/DzqvgkWEY9OrVC5aWlnj27Bmr/X748AE7d+5E586dYWJiAiJCpUqV8Mcff+DWrVt57pOcNWsWxGIxpBztY+MyeAQArxo1kEaEYGHmJ5O89DA2NhYuLi6oXbs2q9seGLkcLzw9IW3bFsHflhVlRAiytoa0c2eE5jGLk56cjAeWlogQi/Hx8WPWZMoKl8FjamoqateuDRcXF8RqMPNa0MhrzG/fvg1DQ0OMZ/ngW2ZCU7t2jglNTB4HnEJDQ2FnZ4dOnTpxtrecS3v47NkzWFpaomfPnnrtuNkmrzFfu3YtiAgnT55ktc+E9+/h9/vvPyY0lSrlm9B4enqCiLB69WpWZcoKl/bw0KFDICJs27aN9ba1Ba+CRwBISEhAhQoVULVqVc422SclJeHUqVMYNGgQ7O3tQUQoUqQIhg0bhjNnziAlJSXzs2fPngUR4c8//+REFoD74DEtMREPLSwQLpGoNNNVkMlPD+/duwdjY2OMGDGCMxmiHjyAt4cHAhwckPotC39hbAxpgwYI3rkzWxYurVMH6UR4uGMHZ/JwaSwB4PXr17C1tYW7uzunh9r0ifzGfMuWLSAiHD58mJP+GbkcL06fzjmhcXfPltB8+fIFdevWhbOzM2JiYjiRB+DeHp44cQJEhPXr13PSvj6S15gzDIPu3buzWmHke3JLaPyKFfshoXn58iWsra3x66+/cpoAcG0Px44dCyMjIwQGBnLSPtfwLngEgJCQEJiZmWHAgAGcZ4cymQw3btzA1KlTUa5cORARzMzM0K1bN6xYsQLW1tZwd3fnVA6ujSUARNy+jY8iEQILFeJkyVPfUEYP//77bxAR9u7dy7k8SVFRuDV9OnzKlsXHb1l4lFgM7woVcL1Bg69bD375hVMZuDaWAHDu3DnOkzF9Ir8xZxgGffv2hYWFBZ48ecK5PJFBQbkmNH80bw5jQ0POnZ027OHvv/8OAwMD3Lx5k7M+9In8xjw+Ph7lypVDjRo1sk2ucEFmQtOmzQ8JzbVOndC2TBmULVsWcXFxnMrBtT388uUL6tWrh1KlSnGajHEFL4NHADhw4ACICDs4nGnJiSdPnmDFihWZ+ySJCPXr18fKlSs5OyGlDWMJAHeWL4ecCNIWLTjtRx9QVg8HDx4MU1NTPHz4UEuSAbK0NDzYsgVSV1eESSSZm8xvFSkCn8GD9XLZOitcbwPRJ5QZ86SkJFSuXBmVK1dGYmKi1mRTJDQ3ypTBp2+BZKRIBO8KFRAwdy5SOHJ42rCH6enpcHNzQ7FixRAdHc1ZP/qCMmOuq8oJkUFB8O7XL1tC88zQENKGDX9YoWETbdjDt2/fws7ODh07dtS71RjeBo8AMHr0aBgZGeHOnTtakCw7I0eOhLGxMebNmwd3d3eYmpqCiFChQgVMnz4dvr6+kMlkrPSlreARAKQtWkBOhDvLlnHeF59RVg9TUlJQo0YNlCtXjvNM93uSP37EM2NjvDUwwPXmzfHA0hLyb1n4fSsrSDt2xOuLF1nrT1vBY0ZGBlq0aMHZATR9Qtkxf/LkCSwsLNC3b1+t79V79OgRLExN8Xu9epC6uuK1oSFAhCQi3HJyYj2h0ZY9DA8Ph4ODA1q3bs2aLddXlB1zXVZO2L17N8yJ8FeHDl8Tmu9WaNhOaLRlD7k+gMYVvA4etbXH5nv27dsHIsLOnTszf5acnAxPT08MGTIEhQsXBhGhcOHCGDx4ME6fPq3R/kxtBo/yjAzctrfHJ5EI7/39Oe+Pr6iihy9evICVlRXne2yywsjluFGmDJKI8DzLRvXo4GD4DBwIf0dHJH/Lwl8ZGUFarx4ebt+u0ZYEbRlLgNvSV/qEKmN+5MgREBG2bNmiBcm+kpCQ8ENpEUYux8uzZyFt3x4PLSxYT2i0aQ+vXbsGsViMuXPnct4Xn1FlzHVROeH+/fswMTHBsGHDMn+WkZqK+5s2QVqnDt58l9DcGDpU44RGm/aQy9JXXMHr4BHQzum+rCim5gcNGpRroCCTyXDz5k3MmDEDFStWBBHBxMQEXbp0wd9//61yzSltGksAiHn+HO8kEgSbmyNNi8tgfEJVPTx16hSICGvWrOFYsq94e3gARPDN41aM5I8f4T9rFnzKlUP0tyw8WiSCT7ly8J85E8kq1jXVprEEuCu6r0+oOuYTJkyAoaEhAgICOJbs637L3r17w9LSMs8tO5kJTZEiSGEhodG2PVy6dCmICBcuXNBKf3xElTHXduWEuLg4lC1bFrVq1cq1+kVmQtOu3Y8JTadOaiU02rSHMpkMbdu2ReHChVkvus8VvA8eAeDChQsgIizjeKlVsSlY1evUnj17hlWrVqFx48YQi8UQiURo2LAh/vzzTzx+/Djf2SptG0sACNm9G2lE8KpeXWt98gl19HDatGmQSCS4ceMGh5J91YdUInhXrqz0M7K0NDzcvh3SevXw0sgIIEIyEfwdHeEzcCCig4PzbUPbwSPAzXWf+oSqY56WloYGDRqgZMmS+PTpE6eybdy4UeW6u8kfP8J/5sycE5pZs5RKaLRtD+VyOTp37gw7OzuEhoZqpU++oeqYv379GjY2NujatSunqzEMw6Bbt26wtrZWqe5uTgnNSyMjSOvXVzqh0bY9/PjxI4oXL45GjRqxet0nV+hF8AgAc+bMgVgsxvXr1zmRi61yBNHR0dizZw9++eUXmJmZgYhQrlw5TJkyBT4+PjnurdFF8AgAXr17A0S4yXIdOX1AHT3MyMhAkyZNULRoUURFRXEiV+zr1wgzMMAjMzON7oN9ffEipJ064b6VFWREkBPhoYUFpO3b49X58zneOKSL4FEbZUD4jDpjHhYWBnt7e3To0IGz1Zhbt27B0NAQkyZNUruNrAnNKxUSGl3Yw8+fP8PZ2Rmurq748uWL1vrlC+qMuaKM3YoVKziTa9WqVSAieHp6qt2GugmNLuyh4r3T5KY9baE3waNMJkPr1q05uUsV4KYQakpKCs6ePYvhw4ejSJEiICIUKlQIAwcOxMmTJzP3EOkqeGTkcviWKoVEIrw8e1arfesadfUwIiICRYoUQcuWLVnfZC/PyECAgwM+i0R4x+Ls5sfHj3Fj6FDccnJC0rcs/LWhIaSurri/aVNmFq4LYwlotwwI31B3zC9fvgyRSIRFixaxLtPHjx9RokQJ1mdAXl24AGnHjpkHv3JLaHRlD+/cuQMjIyOMGTNGq/3yAXXHfObMmRCLxfDy8mJdJm9vb0gkEsyYMYO1NmVpaXiwdSukdev+mNAMGoToLFdX6soeqjPjrwv0JngEvs7qFStWDG5ubqwaNbavYMoJuVyOW7duYebMmahcuTKICMbGxujUqRM2DxmiE2MJfL2H+aWREV4YGyPxwwet968rNNFDqVQKsViMWbNmsSqTtF07gAi3Fyxgtd2spMTEIGDuXHhXqIAosRggwkeRCD5ly+LUgAEw04GxBIAHDx7A1NQUQ4YM0XrfukQTPVy4cCFEIhEuX77Mmjza2nv18fFj+AwejFtOTpkHvxQJjfeAATqzh9u3bwcR4eDBg1rvW5eoGzxyVTnhw4cPcHR0RPPmzTk9UJdTQvPA0hLS9u1x6dt1ydq2h1zetMcmehU8AoCfnx8MDAzw+++/syKP4vL3xo0ba3WfwYsXL7BmzRo0bdoUtb8Zz55lymDp0qUICQnRajmOl2fPIpEIvqVK5bicWRDRVA///PNPEBHOsjRje2/NGsiIIHVzY6U9ZZBnZCB4505IGzTAC2NjgAipRLhpawtvDw9EPXigNVkA4J9//gERYdeuXVrtV5dooodyuRzt2rWDvb09wsLCWJFn/vz5EIlEuHLlCivtKUNKTAwC5szJltCACP5FiuDW9OlI4miLSE4wDAMPDw+YmZkhJMssVEFHk9letisnZGRkoHnz5nBycsIHLU5oRIeEwGfw4GyVLJ4S4XzlyniwZYtWL9dQVDmoWrVq5gol39C74BEA1q9fDyLC8ePHNZJFJpOhVatWKFKkCN6/f69RW5oQsG0bQISRdevC3NwcRIQyZcpg8uTJ8PLy0kopk5sTJny9xaR3b8774gOa6iHDMHB3d4eNjQ1ev36tkSwf7t5FtEiEu7a2Or3958q2bZhMhDsWFpB9M57B5uaQtm2LF6dPayWxGD58OExMTBAUFMR5X3xAUz1ULDE3aNAAaRrqjqLe3OLFizVqRxPkGRnwGToUIMq8pi6FCAEODlpLaJKTk1G1alVUqFABCQkJnPfHBzTdKqConDB9+nSNZfnjjz8gkUjg4+OjcVvqkhITg9NDh+Iv+loYP+sKjf8ff2gloVHctOfh4cHLe9j1MnhkGAY9e/aEpaUlnme581JVZs+ezYubLrK+uKmpqbhw4QJGjhwJJycnEBHs7Ozg4eGB48ePc2rMvKpXRxoRQnbv5qwPvsCGHsbGxqJ06dKoXbt2riUk8iM9ORn3rawQIRZn22+jC7KOSczz57gxfDhuFS2KxG+BZKiBAaR16iBo/XpkqPl980PbZUB0DRt6GBAQAENDQ0ycOFHtNvh000VWe/jm8mVIO3dGkLW1VhOaZ8+ewdLSEr169eKl42YbNvaZKionnD59Wu02PD09QURYtWqV2m2wheLdDAwIwMMdOyBt0CCzkoW2EpqDBw+CiLB9+3bO+lAXvQwega+b7MuXL49q1aqpVaBbccfu8uXLNZKDDXJ7ceVyOW7fvo3Zs2ejatWqICIYGRmhQ4cO2LZtG+uzpWmJiXhoYYF3Ekm2i+gLImzp4b1792BsbIyRI0eq9by0Th2kE+EhD4xDbmOSGhuL2wsWwLtiRXz4tqwYIxLhhosL/KZOZX2vrLbKgPABtvRw8+bNICIcOXJE5WfT0tJ4dcdubvbw09OnWk1ojh07BiLChg0bWG2Xj7ARPDIMg19//RXW1tZ4+fKlys+/evUK1tbW6NatGy/e+9zeTUVC80Mli7Zt8cLTk/WEZsyYMTq7aS8v9DZ4BIDg4GCYmZlh4MCBKinbmzdvYGtriy5duug8ywaUf3FfvXqFdevWoUWLFpBIJCAi1K1bF4sXL8bDhw9ZeeHe+/vjk0iE2/b2nN0ZygfY1MOdO3eCiLBv3z6Vnrs1bdrXrQLdumksAxsoMybyjAyE7N4NqZsbnn/bJ/mFCLcLF4Z33774wNLm8jNnzoCIsHLlSlba4yts6SHDMPjtt99gYWGBJ0+eqPTsuHHjYGRkhMDAQI1kYAtl7GHWhCaSw4Rm8uTJMDAwgJ+fHyvt8RW2TrgrCnqrWjkhNTUVtWrVQpkyZXiz4qDMu/np6VPcGDYsWyULRUJzf+NGVhIaXd20lx96HTwCwP79+0FE+Ouvv5T6fGpqKurUqYPSpUvj8+fPrMigKeq8uDExMdi/fz969uwJCwsLEBFKly6NiRMn4tq1axod/rmzbBnkRJC2bKl2G3yHTT1kGAaDBg2CqakpHj58qNQzby5fRhwR/IoV480hJXXG5K1UCq9u3XDPxgYZ34xniLk5pK1a4dnx4xp9N8XeJ29vb7Xb4Dts6mFiYiIqVaqU7SrB/Pj3339BRNi2bZvG/bOFqvYwM6Fp1Ij1hCY9PR2NGjVC8eLFER0drXY7fIfN8kjqVE4YNmwYTExMcP/+fY37ZwtV383U2Fjcnj8/W0LziaWERts37SmD3gePADBq1CgYGxsr1aYqn9UWmr64X758wcWLFzF69GgUK1YMRAQbGxv069cPR44cQbwaxaalzZtDToQ7PFjW5wK29TA5ORnVq1dHuXLl8h3v5I8f8dTEBK8NDRH/7h0r/bOBpmPy+eVL+I4aBb/ixZHwLZB8a2AAr5o1cW/NGpWzcEUZEEdHR1bLgPAJtvXw8ePHMDc3R79+/fJdiXj06JHSn9UmmtrD0GvXck5oWrdWK6EJDw9H4cKF0aZNG9Zru/IFtmtrqlI5Yc+ePSAi7ObZXnuNKiFwkNBcuHABIpEIS5cuVflZLigQweOXL1/g6uoKZ2fnPGcTVZ2l1BZsvrgMw+DOnTuYO3cuatSoASKCoaEh2rVrhy1btuCdksGKPCMDgYUK4aNIhPf+/kiJTUDA7BUIdOuAoJpNEOjWAQGzVyAlVj9PI3Khhy9evICVlRW6d++eqzNm5HL4lC2LZCI807BaANuwOSZf4uMRuHgxvKtUQcS3LPyzSARfZ2f4TZ6sdND8fRkQQQ/zRzGbuHXr1lw/o84spbZg0x5mJjTFimmU0Fy9ehVisRjz5s0rcDoIcFOYXZnKCQ8ePICJiQmGDh3KWr9swea7GXrtGqRdu+aY0Dw/eVLphGbu3LkQi8W4evWqzvWwQASPwP/3MXbu3DnHad3g4GCYmpqqvD9SG3B5o8KbN2+wceNGtGrVCgYGBiAi1K5dGwsXLsT9+/fzHItPT5/ircQAV5xrIMnIFAwRZCJxtv+TjEzh5zEOsnT92h/JlR6ePHkSRIS1a9fm+HufbwWQb6h5wIZLuBoTRi7H4/37IW3SBE9NTDKz8MBCheDdpw8ibt/O83kfHx8YSgxwwK2joIdKotjHeDuHsWUYBn369IGFhQWePn3Kar9swJU9zExoKldWK6FZvHARlpeoisQCpoMAN2Oe3z5Gxf7ImjVr8vJmKa7ezZjnz3NOaGrVyjehkclkaNu6DVa71NK5HhaY4BHI/QS14mR29erV1TqZzTXauo4rNjYWhw4dQu/evWFlZQUiQqlSpTB+/HhcuXLlh32SsvQM3KraEMw3Bc/tH0OEO/Vb65XR5FIPp0yZAgMDA/j6+mb7+eMDB5BKBO9KlVjvkw20dR3Xuxs34PXrr7hra5uZhT8yM4O0RQs8PXLkhyxclp4BaeX6gh6qQFpaGurXr4+SJUvi06dP2X6nOJl99OhRVvtkC23YQ0Yux6O9e5VOaGTpGbhTr3WB1EGAuzF/9eoVbGxsfjhBrenJbG2gDXuYW0Jzo3Rp+E2ejITvKqrI0jNw27UlL/SwQAWPwP9rN16/fh3AVyXt0aMHrKysNKoJySW6uMs1LS0Nly9fxtixY1GiRAkQEaytrdGnTx/8+++/iIuLg5/HuHyVNKuy+nmM05r8msKlHqanp6Nx48YoWrQoor4Vk419/RpvDQzwyMwMqTw5Tfg9urjLNfb1a/iOGYObJUog7psuvZNI4FW9Ou6uXIn05GRBD9Xk7du3KFSoEDp06JC5GuPv769xTUiu0YU9DPP2zjOh8es/tsDqIMDtmOdUOWH16tXQtCYk12jbHsozMr4mNI0b55rQ8MkWFrjgUXFrjIODA96/f49169aBiHDixAlO+mMDXRjLrDAMg3v37mHBggWoVavW10DSxAxJhiZKKaniX6KRqd7s++FaD9+/f48iRYqgVatWSP/yBf5FiuCzSIR3N25w0h8b6CJ4zEpaYiLuLF8Or2rVEC6RAET4YGAk6KEGXLp0KfPWGMVtNA0bNtT4Nhou0bU9zJrQxBMhuYDrIMD9mGetnODj48PabTRcomt7GObtDa9ffslMaPimhwUueAS+3lddrFgxVK9eHRKJhLV7sLlC18bye96+fYu93QcrneFkzXQCZq/QtfhKoQ09lEqlEIvF2OHiAhDh9vz5nPXFBro2lllh5HI8OXQInkos0Qh6mDcLFiyASCSCq6sr7O3tlT40pyv4ZA/TEhNxwb1/gdZBgPsxV1ROcHBwgIODA5o1a6aVa3c1gU/2MPb1a5xt9Suv9FBMBRAHBwfasWMHPXz4kBwdHenPP//UtUh6RcmSJalyZCQxItXUQy4Sk9jbixuh9JDmzZvTig4daOjr13SyUiWqu2CBrkXSG0RiMVX87Tcqamws6KGGzJkzh1xcXOjOnTu0YcMGKl68uK5F0huMLCyocEyMoIMaYmBgQPv376e4uDiKjY2lAwcOkIGBga7F0htsSpcmxy+pvNLDAhk8yuVyWrduHVlYWND79+/p7NmzuhZJ7xAlxJMEjErPSMCQQVISRxLpH1H379OA//6jm4aGNOLDBwoNDdW1SHoFAEJcrKCHGnLt2jV69eoVWVtb0+bNmyk9PV3XIukVkqREQQdZYMuWLSSTyYhhGNq8ebOuxdE7xIkJvNLDAhk8LliwgKRSKXl6elKPHj1o8ODB9OLFC12LxWsA0N27d2n+/PlUs2ZNevM5lmRqZDkyCwuOJNQvMlJSKLJZM5ITUTFvb7KytaUePXpQWlqarkXjNWlpaXTp0iUaM2YMlShRgt7GxQt6qAHv3r2jvn37UocOHei///6jO3fu0IwZM3QtFu/5/PkzHThwgHr16kVvPn8WdFBDzp49S8uXL6fly5fTn3/+SStWrKAzZ87oWize8/r1a1q/fj21aNGC3sTwSw8L3LzxhQsXaMmSJbRs2TJq2bIlubq6Ut26dalHjx5069YtMjMz07WIvCEtLY28vLzozJkzdObMGQoPDycbGxvq2LEjMSJrkhx8olJ7EjDENGvOjbB6xs1mzcgtIYGebN1K1Rs2pOPHj1OjRo1o0qRJtG3bNl2LxytiY2PpwoUL5OnpSRcvXqTExERydnamHj16kGGSmCS7BD1Uh/T0dOrZsyeZm5vT/v37qVChQrR27VoaP348NWrUiHr27KlrEXnFmzdvyNPTk86cOUM+Pj4kl8vJ1dWVPtesRZJ3j1VqS9DB//P69WsaMGAAde3alaZNm0ZERH5+fjRgwAC6e/culSlTRscS8geGYejOnTt05swZ8vT0pJCQEDIyMqJWrVpRSsNGJDnOI1vIyU7KPOByE2puhcIfPnwIU1NTDBo0iHcFwgHtbhD//PkzDhw4gJ49e8LS0hJEX2s9TpgwIdud2CmxCUgy4s/JLrbhUg9vTZ8OEEHatWu2n//1118gIuzfv5/1PtlAmxvEX79+jfXr16NFixaQSCQgIri6umLx4sV48OBB5nsq6KH6jB8//odC4XwvEA5ozx7K5XLcvn0bs2fPRtWqVUFEMDIyQocOHbBt2zaEh4cDKPg6CHA35qmpqahdu/YPhcL5XiAc0J49TE1Nxfnz5zFixAg4OTmBiGBnZwcPDw8cP34cCQlf9Yhvelhggsf8rijct28fiAg7d+5ktV824NpYKuuov6cg1zbjSg9Dr15FHBH8ihX7odg1wzAYOHAgTE1NERwczGq/bMClsczqqKtVq5aro84J794jBD1UkbyuKOTz1YQAt/ZQ4ahHjhyJokWLZnPUx44dy3TU38On+npcwNWYjxgxItcrCu/fvw8TExMMGzaM1T7Zgkt7+OnTJ+zduxe//vorzM3NQURwcXHB5MmT4eXlletJdD7pYYEJHkePHg0jIyPcuXMn18+MHDkSxsbGvDh6nxW2X1yFo54zZ042R92+fft8HXVWFsybj1NFK/Cimj3bcKGHKTExeGpigteGhrledZacnIzq1aujfPnyiI+PZ61vNmB7TFJTU3HhwgWVHXVWMjIy0LJ5C5wpUVnQQyV5/PgxzM3N0bdv31wTw0ePHsHc3Bz9+/fn3WoM2/ZQ4ai7d++ukqPOyts3oThTvGDqIMBN8Lh3714QEXbt2pXrZ/bs2QMiwp49e1jrly3YfjdfvHiBNWvWoGnTphCLxSAi1K9fH8uWLUNISIhS7+H5s2d545MLRPB44MABEBF27NiR5+dSU1NRp04dlC5dOsfZSV3Bxov75cuXHxy1ra0t+vfvr7SjzoqiuPCCefPh5zEu8x7NjG/3Zyr+T9TT+1y50EOfcuWQTIRnx4/n+bnnz5/D0tISPXr04JXjZmNMPn36hH379qF79+6wsLBQy1FnZebMmZBIJLh+9aqgh0qgmFWsXLlyvrOKhw4dAhFh27ZtrPTNFmzYw5cvX/7gqOvVq4elS5cq7agVpKenw83NDSWLF4d37xEFTgcB9oNHxVaxIUOG5PvZYcOGwcTEBPfv32elb7bQ9N2Uy+W4desW/vjjD1SuXBlEBGNjY3Tq1Al//fUXIiIiVGovNDQUdnZ26NyxE/z6j9W5Hup98BgSEgIzMzMMGDBAKYPw+vVr2NraokuXLtn2ReoSdV/cnBx16dKlMWnSJEilUrWLsIaFhaFQoUJo37595hilxCYgYPYKBDbugKCaTRDYuAMCZq/Qq309WWFbD30GDgSIcGP4cKU+f+LECRAR1q9fz0r/bKDumCgcdbNmzTK3RajrqLOiuNZsxYr/F7kV9DB3GIZB3759YWFhgSdPnij1zNixY2FkZITAwECN+2cLdeyhwlHPnDnzB0e9Y8cOlR11ViZPngwDAwP4+fkBKHg6CLAbPMbFxaFcuXKoUaOGUvsZU1JSULNmTZQtWxZxcXEa988W6rybKSkpOHv2LIYNG4YiRYqAiFCoUCEMHDgQJ0+eRGJiolqyfPnyBXXr1oWzszNiYmK+9qVjPdTr4DEhIQEVKlRAtWrVkJycrPRz586dAxHhzz//1FgGNlDlxX358iXWrl2bo6MODg7WeCYrLS0NDRo0QIkSJfDp0yeN2uIzbOrhk0OHkEoE74oVVXru999/h4GBAW7evKmxDGyg7JjI5XL4+/tz4qgVvH79GjY2NujatSuvZmfZhk093LJlC4gIR44cUfqZL1++oF69eihVqlSmU9I1ytpDhaMePnw4HB0dWXPUWTl+/DiICBs2bNC4LT7DVvDIMAx+/fVXWFlZ4cWLF0o/9+rVK1hbW6Nbt268ed+VfTejo6OxZ88edOvWDWZmZiAilCtXDlOnToWPjw9kMpnGsvAxydPb4JFhmMwTw8+ePVP5+VmzZkEsFkMqlWokBxvk9eIqHPWsWbNQpUqVTEfdsWNH1hx1ViZMmABDQ0MEBASw2i7fYEsP40JDEWpggMempkjNcppQGdLT09G4cWMUK1YMUVFRGsnBBnmNSUpKCs6dO8epo1agOKHp4uKS7YRmQYQtPQwICIChoSEmTJig8rNv375FoUKF0LFjR16sxuRlDz9+/PiDoy5btiymTJkCHx8fVq+8e/bsGSwtLdGrVy/eBDRcwVbwuGbNGhARTp06pfKznp6eICKsWrVKIxnYIq9389mzZ1i5ciUaN24MsVgMkUiEhg0b4s8//8Tjx49Z1ZeDBw+CiLB9+3bW2mQDvQ0eN2zYACLC8Xz2l+WGTCZDy5YtUaRIEdYDMFX5/sVNTU3N1VGfOHGCVUedlcOHD4OIsHnzZk7a5xNs6CEjl8Pf0RGxIhHCvL3VauP9+/dwcHBAq1atWMlQNeH7MVE46l9++YVzR52VESNGwNjYGPfu3eOkfT7B1j7TkiVLokGDBkhLS1Orjf/++w8ikQhLlixRWw62+N4ePnv2DKtWrfrBUS9fvpx1R60gOTkZ1apVQ4UKFVTeL66PsBE83rhxAxKJBNOmTVO7jRkzZkAikcDHx0ftNtgi67spk8lw8+ZNTJ8+HRUrVgQRwcTEBF26dMHff/+NyMhITmR49OgRzMzMeHmwTS+DRz8/PxgYGGDy5MkayRIVFYWiRYuiSZMmmfUNdYHixd0+YoTWHbWCJ0+ewMLCAr/99hvvlJQL2NBDaYcOABEC5s7VSJbr169DLBZjzpw5GrWjKYoxmThxIpo0aaI1R50VxQnNv//+m9N++AIbm/Lbt28Pe3t7hIWFaSTLvHnzIBaLcfXqVY3a0ZSQffsAIszr3FmrjloBwzAYMGAAzMzMEBISwmlffEHT4FHhS5s2baqRr8rIyEDz5s3h5OSEDx8+qN0OG/j6+oKI4O7uDgcHBxARChcujCFDhuD06dMqbZVTh4SEBFSsWJG3JbX0LniMjo5G8eLF4ebmxkrA5+vrCwMDA0ydOlXjtlTl+fPnWLVqFX6rUAEgQi0iNGjQQGuOWkFiYiIqV66MSpUqcTaryTc01cOg9eshI4K0YUNW5Fm2bBmICOfPn2elPWVRZNQzZsyAs7NzZlknbTnqrChOaA4ePFhrfeoaTfVw0aJFEIlEuHz5ssayyGQytG3bFoULF1a6nBdbJCcnw9PTE0OGDEEzS0uACE0tLDB48GCtOOqs7NixA0SEA1q4tIEvaBI8sr2K9+HDBzg5OaF58+acT5p8T2RkJP7++2+4u7vD2NgYiks0pk+fDl9fX62tDjEMg969e8PS0pK3xfz1KniUyWRo3bo1HBwcWDVua9euBRHh5MmTrLWZE3K5HH5+fpgxYwYqVaqUmVEPrVULIIKfDpaLFSc0zc3N8fjxY633rys00cPIoCBEicW4Z2ODjNRUVuSRy+Xo3LkzbG1tERoaykqbuaFw1EOHDs2WUXfp0gVEBF9fX077zwlVT2gWFDTRw8uXL0MkEmHhwoWsyfPx40cUL14cjRo14nw1JioqCrt27YK7uztMTU1BRKhQoQLmduoEEH2dgdQyd+7cgZGREUaPHq31vnWJJsEjF+cHvL29IZFI8Mcff7DWZk4wDIMnT57gzz//RMOGDSESiSASieDm5oYJEyawXs5NWTZu3AgiwrFjx7Tet7LoVfA4d+5ciMViXLt2jVWZGIZB9+7dVT4hpgwpKSk4c+ZMNkdtb2+PwYMH49SpU0hKStLq9YTfs3XrVhAR/v33X633rUvU1cOM1FQEWVvjg1iMaJZvifn8+TOcnZ3h6uqKL1++sNp2bo562rRpmRm1Nq8nzAqX7x/fUXfMw8LCYG9vn62cFlvcunULhoaGGm8LygmFo27UqFE2R71y5crMGRZd2UMu3z++o+6Ynz17lrPKJStXrgQRwdPTk9V2ZTIZbty4galTp6JcuXIgIpiamqJbt27YvXs3oqOjAWj3utasKN6/SZMmabVfVdGb4PHChQsgIixdupQTueLj41mb+YiKisLu3bvRtWvXTEddvnz5bI46K7oylrdv34aRkRHGjdOvq7TYQF09lNatiwwiPNiyhRO52Jz5ePr0KVasWJGno86Kroyltmb++Yg6Y64op1WyZEnOymmxNfOR1VGXL18+01F37doVu3fvzrHKgC7sYdaZ/zdv3mitX76gzpgrymm5u7tzssWKYRh069YN1tbWePXqlUZtJSUl4eTJkxg0aBDs7e1BRChSpAiGDRuGM2fO5OjzdWEPP378iBIlSmhl5l9T9CJ4VFRW79SpE6elJDTZc6Vw1G5ubtkc9YoVK/Lds6ALY6k4oVm/fn21T2jqM+roof8ffwBEkLq7cyiZ+nuuFI562rRpSjvqrOjCWOpyzzEfUGfMtVFOi2EY9OrVS61SaElJSTh16pRKjjorurCHutpzzBdUHXNtldOKjY1FmTJlUKtWLaSquEXow4cP+Ouvv9C5c2eYmJiAiFC5cmX88ccfuHXrVr6xhLbtoS73HKsD74PHnCqrc4mypz1lMhl8fX1zdNS7du1SqW6fto2lXC5Hhw4dUKhQIbx9+1YrffINVfUw9No1xBHhVtGiYDiuhafKac+cHLWDgwOGDh2qlKPOiraNZdZqB9reGM8XVB1zbZbTUpz2rFq1ar6nPXNy1JUqVcIff/wBPz8/lZJ+bdtDvlQ70CWqjvnIkSO1Vk7r/v37MDExwfB8bu9iGAYhISFYtmwZ6tevDyKCWCxG06ZNsXr1ajx//lylfrVtD+fPnw+RSIQrV65opT9N4X3wOGbMGK1XVs+tzpzCUQ8ePBiFCxf+wVGreyJQ28ZScULz0qVLWumPj6iihykxMXhqYoI3hoaI01KwnVeduQ8fPmDnzp2sOOqsaNNY8qnOqi5RZcx1UU5Lcf2rh4dHtj4ZhsGjR4+wbNkyNGjQACKRCGKxGE2aNFHLUWdFm/YwPDwcDg4OaN26tc7rrOoSVcZ83759ICLs3LlTC5J9Zffu3SAi/PPPP9l+npGRAS8vL/z+++8oU6YMiAjm5ub49ddf8c8//+Djx49q96lNe6ios7p48WLO+2ILXgePuqqsnnVK/tmzZ9i5cye6dOmSzVHPmDEDfn5+rBgcbRpLxQnNBQsWcN4Xn1FFD33KlUMyEZ5p+eRb1hsuQkJCsHz5ctYddVa0aSz5dMOTLlF2zJOSklClShWdlNNS2OGtW7fC29s7m6M2MzPDL7/8orGjzoq27GF6ejrc3NxQrFixzEMSPyvKjrlia9egQYO0Xg946NChMDExwa1bt3D8+HF4eHjAzs4ORARHR0eMGDEC58+fV3l5Oze0ZQ/fvn0LOzs73tzwpCwGxFMePXpEw4cPJw8PDxoxYoTW+gVAb968oVatWtHatWupQoUKJBKJqHHjxrR48WLq2rUrlStXTmvysEl4eDj17duX2rZtS3PnztW1OHrBjcGDqcmLF+Q7bBg17tFDa/3KZDKKjIyk5s2b09GjR+no0aNkZmZG7dq1oz179lCnTp3I3t5ea/Kwyfnz52nZsmX0559/UvPmzXUtDu8BQCNHjqTQ0FAKDAwkCwsLrfWdlJREJiYmVKFCBRozZgwRETk6OpK7uztt2LCBWrVqRSYmJlqTh01mzpxJAQEB5O3tTYULF9a1OLwnISGBunfvTuXKlaMtW7aQSCTSWt8RERFUo0YNOnr0KDVs2JCIiKpWrUqjRo2irl27kqurK4nFYq3Jwxbp6enUs2dPsrS0pP379+vVd+Bl8JiYmEjdu3cnFxcX2r59O+dKKpPJyM/Pj86cOUOenp708uVLMjMzo7p165K/vz/NmTOHFi1axKkMXJOenk69evUiU1NTOnDggF4pqa54duQIuf7zD/lUrEhNd+7kvL+kpCS6fPkyeXp60vnz5ykmJoYcHR2pWrVq9PjxYzp//rzeB1uhoaHk4eFBXbp0oWnTpulaHL1g+/btdPDgQTp8+DBVqlSJ8/4iIiLo7NmzdObMGbp27RqlpaVRpUqVyMnJiYiIHj58qLeJi4KTJ0/SmjVraN26ddSoUSNdi8N7ANCQIUMoKiqK7t69S2ZmZpz3FxISkumTAwMDSSKRkKurKz148ICaNWtG//33n1YDWC6YMmUK3b9/n27evEl2dna6Fkc1tD3Vmd9UsCan/FQhMTERJ06cwMCBA1GoUKHMqe/hw4fj3LlzmVPfM2fOhFgshpeXF2eyaGOZZuLEiTA0NIS/vz9nfegT+elhXGgoQg0M8NjUFKkcniaMiIjAjh070LFjx8wbDapUqYJZs2YhICAAcrk8c3mtePHinC6vcb1Mk5qaijp16qB06dL4/PkzJ33oG/mNuaKc1vjx4zmTgWEYBAcHY8mSJahbty6ICBKJBM2bN8fatWvx8uVLANqresG1PXz+/DmsrKzQs2fPn+IqVmXIb8y1UU4rIyMD169fx8SJE1G6dGkQESwsLNCjRw/s378/88Ds6dOnQURYs2YNZ7IA3NvDf//9F0SEbdu2cdI+1/AueOSysnpujnrmzJnw9/fP0SBmZGSgRYsWnG7s59pYHjlyBESETZs2cdK+PpKXHjJyOfwdHRErEuEty3vysjrqevXqZZ4IbNasWTZH/T3a2NjPtbHU5glNfSGvMeeynJbCUU+aNOkHR71v375c60deuHABIpGIs3q7ALf2UHEQrXz58oiPj2e9fX0lrzHnspxWfHw8jh49in79+sHW1hZEhKJFi2LUqFH477//ci3WPn36dEgkEty4cYN1mRRwaQ8fPXoEc3Nz9OvXT28TGF4Fj2xXVlc46qVLl6rkqL8nMjISTk5OGl/6nhtcGkvFCc0+ffrorZJyQV56KO3YESBCAEulOzIyMiCVSjFp0iS4uLgo7ai/59q1axCLxZg7dy4rcn0Pl8ZSFyc09YHcxpyLcloJCQk4evQo+vfv/4OjvnDhgtIHDRQ3fV29epUVub6HK3vIMAwGDhwIMzMzBLN8O5S+k9uYK8ppNW7cmLWi1e/evcPWrVvRrl07GBkZgYhQvXp1zJkzB4GBgUr5qYyMDDRr1gxOTk6IjIxkRa7v4coeJiYmolKlSqhSpUq+JbD4DG+Cx+joaFbuVM3JUZubm6N79+4qOervuXHjBiQSCaZNm6a2bLnBlbHU5QlNvpObHt7fuBEZRJA2aKBR+wkJCTh27JjGjvp7li5dCiLChQsXNJIvJ7gylro8ocl3chvzxYsXs1JOKzw8PE9Hrc7ys0wmQ5s2bTgrZsyVPfzrr79ARNi/fz+r7RYEchpzmUyGVq1aoUiRInj//r3abTMMg/v372PhwoWoU6dO5raIli1bYsOGDXj9+rVa7X748AGOjo5o0aIFJ5M6XNhDhmHQp08fWFhY5Ht5CN/hRfCoqTHiylF/z+rVq0FEOHXqFCvtKeDCWDIMg379+sHc3ByPHz9mrd2CQk56GBkUhEixGPdsbJChhs4oHHX79u1Zc9TfI5fL0alTJ9jZ2SE0NFTj9rLChbFUXPtZvXp1teugFmRyGvMrV66oXU5L4agXLVr0g6Nev3692o76exTJvpubG+vXqHFhD+/evQtjY2OMGjWKtTYLEjmN+ezZs9Uup5Weno6rV69i/PjxKFWqFIgos+zYwYMHWdvz7OXlBYlEgpkzZ7LSXla4sIebN28GEeHo0aOstakrtBY8psQmIGD2Ctys2xL/OZXDzbotETB7BVJiEzBv3jyVl0HCw8Oxbdu2bI66WrVqmDNnDm7fvs3Jhm6GYfDrr7/C2tpa6SVvZeDCWG7btg1EhEOHDrHWZkEgNz1MiIxGkLU1PojFiFZySYthGDx48ACLFi2Cq6srZ476e2JiYuDs7Iy6devmuidIHdg2lgzDoEePHrCysmKtFmVBITc9fPnoKezt7dGuXTulbZjCUU+YMAHOzs6cOerv8fPzg4GBAX7//XdW22XbHn7+/BmlS5dGnTp1WJtIKCgo9NCvRhMEOZWDX40mCJi9Ap5Hj4OIsHz5cqXbiouLw+HDh/Hbb7/B2toaRITixYtj7NixuHTpEmfX4K5YsQJEhLNnz7LaLtv20N/fH4aGhpg4cSIr7ekazoNHWXoG/DzGIcnIFAwRZCJxtv8TjUyxvERVLF64KM92FI568eLF2Rx1ixYtOHXU3xMXF4eyZcuiRo0aKl39lhdsG8vAwEAYGRlh7NixrLRXEMhXDw1NcLNEVdxdvyHPdtLT03Ht2jWtO+rvUfyNx4wZw1qbbBvLdevWgYhw4sQJVtorCCijh2vL1kFkxIc828nNUY8ZMwaXLl1iNanIi/Xr14OIcPz4cdbaZNMeyuVydOnSBba2tnjz5o3mwhUQlNHDv2o2Q/qXvAO+t2/fYtOmTWjTpg0MDQ1BRKhZsybmz5+Pu3fvamWbCsMw6Nq1K2xsbFiNA9i0hx8/fkSJEiXQsGFDzoJobcNp8ChLz8Cd+q3BEAF5/GOIcKdea8jSs+9byM1R9+zZEwcOHNBZuY8HDx7A1NQUQ4YMYaU9No3lp0+fUKpUKdSrV09rDoTvqKSH9X/Uw/j4eBw+fBh9+/aFjY2Nzhz192zfvh1EhIMHD7LSHpvGUnFCc8qUKSxIVjDQVA/fvn2LzZs3/+Co582bpzVH/T1clFZj0x4uX74cRIRz586xIFnBQBM9ZBgG9+7dw/z581GrVi0QEQwMDNC6dWts2rSJ9a00yhIbG4syZcqgdu3avLthRiaToV27drC3t8e7d+9YkY0PcBo8+nmMy1dBsyqqn8c4xMfH48iRIzk66osXL/ImIPrnn39ARNi1a5fGbbFlLLk4oVkQUEcPw8LCeOeov4dhGHh4eMDMzAwhISEat8eWseTihGZBQGU97D+Wl476exISElChQgVUq1aNlX2tbNnD69evQywWY/bs2RrLVJBQVQ9v9vuaJI8dOxYlSpQAEcHa2hq//fYb/v33X8TFxen6KwEAgoKCYGJighEjRrDSHlv2cMGCBRCJRLh8+TIrcvEFzoLH5M9xSDIyUUpBFf8SjUxgbWIGIkKNGjV45ahzYvjw4TAxMUFQUJBG7bBlLBUnNC9evKhROwUJtfTQ0ARmEiNeOurvSUpKQtWqVVGhQgUkJCRo1BYbxpKtE5oFDU300MrKCn369MG///6LWA4L1mtCSEgIzMzMMGDAAI3tNRv28P3793BwcECrVq04q4uqj2iihyVLlsT48eNx5coV3i697tq1C0SEvXv3atwWG/bw4sWLEIlEWLQo7215+ghnwWPA7BVKZzdZs5x/fh3MW0f9PampqahVqxbKlCmjkVFnw1gqTmjOnz9f7TYKIurq4eG+o3nrqL/n6dOnmfsuNXHcbBjLOXPmQCwW4/r162q3URBRVw9PD5nEW0f9PQcOHAAR4a+//tKoHU3tYXp6Oho3boyiRYsiKipKI1kKGurq4X+j/+DtJM73DB48GKampnj48KFG7WhqD8PCwlCoUCF06NCB0xuZdAVnFxyLvbyIEanWvFwkpirRkVSqVCmOpGIXExMTOn78OMXExNDgwYMJgE7keP/+PfXt25fatGlDc+fO1YkMfEVdPSwTFko2NjbcCMUyFSpUoN27d9PRo0dp8+bNOpPjwoULtGTJElqyZAm1aNFCZ3LwEXX1sNjzZ2RkZMSRVOzSr18/Gj16NI0fP57u3bunMzlmzZpF/v7+dPToUXJwcNCZHHxEXT20D36gN/dIb9myhcqXL0/du3enhIQEnciQnp5OPXv2JHNzc9q/fz+JxZyFWjqDs29kkJxEEjAqPSMBQwZJSRxJxA0uLi60b98+On36NK1evVrr/WdkZFCvXr3I2NiYDh48SBKJROsy8JmfRQ979OhBkyZNoilTppC/v7/W+w8NDaX+/ftT586dacaMGVrvn+/8LHq4bt06qlatGnXv3p1iY2O13v+pU6do9erVtHLlSnJzc9N6/3znZ9BDU1NTOn78OEVFRdGQIUN0MqkzdepUCgoKouPHj1OhQoW03r824Cx4lJlbkFyNDCc55jN59+pF72/d4kgy9unSpQv98ccfNHPmTPLx8dFq39OnT6fAwEA6duwY2dvba7VvfUBdPfyQmkpHjhzRWeaqDitXrqS6detSz5496ePHj1rrNy0tjXr27Ek2Nja0b9++Aplla4q6epgUn0BBa9ZQRkoKR5Kxi7GxMR07dozi4+NpwIABxDCqBSqa8OLFCxo0aFBmIiXwI+rq4SeZnB4+fKiz1TVVKVu2LO3du5dOnDhB69ev12rfhw8fpk2bNtH69eupbt26Wu1bm3Bm5ZnmzUmsRoaTYGhIjY4do2KNGtETMzPyatGCnv77L0GLRkgdFi9eTE2bNqXevXvThw8ftNLnsWPHaP369bRmzRpq0KCBVvrUN9TVw5tGJtSnTx+yt7entm3b0pYtW+jdu3ccSckOhoaGdPToUUpLS6N+/fqRXC7XSr+TJk2i4OBgOn78ONna2mqlT31DXT2UyWRUa+pUSrawoJvOzuQ3eTIlhIdzJCU7ODs704EDB+jcuXO0YsUKrfSZkpJCPXr0IEdHR9q1a5feLLFqG3X18GxSMtWoUYNcXFxo4sSJdP36dcrIyOBISnbo1q0bTZs2jaZPn043b97USp9PnjyhYcOGUb9+/WjUqFFa6VNncLWZMiU2QY3T1qZIiU1A3Nu3uDl+PHxLlULct9+FSyTwqlYNd5YvRxpP72mOjIyEk5MTmjZtqtJdm+psEH/69CksLCzQp08fvdnIrAs00cPQ0FBs2rQJrVu3hoGBAYgItWrVwoIFCxAUFMTbcb969SrEYjHmzZun0nPqbBDfv38/K4ckCjrq6mFyTBweHzgAadOmeGry9fk0IgQWKgSvnj3x3t9f118tV9Q9PKWqPWQYBoMGDWLlkERBR109jI38iIsXL2L06NEoVqwYiAg2Njbo27cvjhw5gvj4eF1/tRzJyMhA06ZN1To8pao9TExMRKVKlVC5cmUkJSWpI65ewVnwCKhXX+970hITcXfFCnhVr453EglAhDgi3CxRAjfHjUMcz05m+/j4QCKRYMaMGUo/o6qxTEpKQpUqVVCxYkWNy7P8DLChh7Gxsfj333/Rp08fWFlZgYhQsmRJjBs3DpcvX+bdidglS5ZAJBLhv//+U/oZVY1lcHAwTE1NMXDgQN4G0nyCDT185+sLr+7dccfODunfPvvY1BTS5s3x9PBhMDw61SmTydC6dWs4ODioVLZJVXu4c+dOEBH27dunrqg/FZrqIcMwuHPnDubNm4caNWqAiGBoaIi2bdtiy5YtCAsL09E3y5mIiAgUKVIELVu2VKlskyr2kGEY/Pbbb7CwsMCTJ080EVdv4DR41PRGhe9h5HI8PXIE0hYt8NjUFCBCOhHu2trCq3t3vPP15fLrKM2qVatARPD09FTq86oYS4Zh0L9/f9YKQ/8MsK2HaWlpuHLlCsaNG4eSJUuCiDJr8R06dIgXJX7kcjk6duwIOzs7pQvGq2IsExISUL58edYKQ/8MsK2HcaGhuDluHG6WLJm5QvOOZys00dHRKFasmEoF41Wxh/fu3YOxsTFrhaF/BtjWwzdv3mDjxo1o1apV5gpN7dq1ebVCI5VKVS4Yr4o93LJlC4gIR44c0URMvYLT4BH4/x2aid/u0Mz4dndmRpa7rf08xuWroDnx3t8fXr17I7BQIaR9U/inJiaQNmmCx/v36ywLZxgGv/zyC6ytrfHy5ct8P6+KsWT7SrqfBa70kGEYBAUFYcGCBahduzaIvt4C0qpVK2zcuFGnNUtjYmJUuqpSWWPJMAx69uzJ6pV0Pwtc6WFaYiLuLF8Or2rVEJ51haZkSZ2v0Ny8eVOlqyqVtYexsbFwcXFh9Uq6nwWu9DA2NhaHDh1C7969f1ih0XVx8T///BNEyl9Vqaw9DAgIgKGhISZMmMCGmHoD58GjgpTYBATMXoHAxh0QVLMJAht3QMDsFUiJZWfZNf7dO9ycNAm+zs6IFYkAIkSIxfCuUgWBS5bgi5b3ZMTFxaFs2bKoWbMmUlJS8vysssYyMDAQRkZGGDNmDJui/lRwrYdhYWHYsmUL2rZtm3mtoeK2pDt37mg9C1fozNixY/P9rLLGcv369SAinDhxgi0xfzq41ENGLsfTw4chbd482wrNHTs7na3QrFu3TmmdUcYeyuVyuLu7w9bWFq9fv2ZT1J8KLvUwLS0Nly9fxrhx47Jda6ir25IYhsnUmTdv3uT7eWXs4adPn1CyZEk0bNiQd1uXuEZrwaM2SU9Oxr01a+BVsybCDAwAIsQTwa94cfiOHo1YLRmb+/fvw8TEBEOHDs3zc8oYS1VnkQR0D1/uad+2bZtSs9XKGEvFLNLvv//OtpgCHPHe3x9ePXv+uELTtKnWVmgUs9VWVlZ4/vx5np9Vxh6qOoskoFsYhsG9e/ewYMGCH+5p1+YKjWK2uk6dOvnOVudnD+VyOdq3bw97e3u8e/eOC3F5TYEMHrPCyOV4dvw4pK1aIcTcHCBCBhHu2djAq1s3hHl7c9r/nj17QETYvXt3rp/Jz1hm3b+mL1c3CmQnPT0d165dw8SJE+Hs7AwigqWlJXr27IkDBw7g8+fPnPWddZ/so0ePcv1cfsYyKipK5f1rAvwi7u3brys0pUplrtC8l0jgVbUq5ys08fHxSu2Tzc8eKvavzZo1iytRBTgmLCwMmzdvzrZCU7NmTcybNw93797ldIVGsU925MiReX4uP3u4cOFCiEQiXL58mQsxeU+BDx6/JyIwEN6//YbbhQvjy7cs/JmJCaRubnj0zz+Qq1BiR1mGDRsGExMT3L9/P8ff52cs1Tk5K8BfGIbBgwcPsHjxYri6uoKIIJFI0KJFC6xfv56TZbisJ/QTczlIkZexlMlkaNWqlconZwX4S3pyMu6tXg2vGjUyK1lwvUKjzAn9vOyhuidnBfhLXFwcDh8+jL59+8La2jrbCs2lS5c4WQ7++++/8z2hn5c9vHTpEkQiERYuXMi6bPrCTxc8ZiXh/Xv4/f47bri4ICbrPslKlXB7wQKksrQnIyUlBTVr1kTZsmURFxf3w+/zMpaKmn1z585lRRYB/hEeHo5t27ahffv2MDIyAhGhWrVqmD17Nm7fvg05S8uK+dUGzctYzp07F2KxGNeuXWNFFgF+wcjleHbsGKQtW+KRmVn2FZpffmF1hWbfvn0gIuzcuTPH3+dmDzMyMtCkSRM4OTkhMjKSNXkE+EN6ejquXr2KCRMmoFSpUpkrNL169WJ1hUaZ2qC52cOwsDAUKlQI7du3Z8026yM/dfCYlYzUVAStXw9p7doI/bZPMpEIfsWK4cbw4YjJZ59Ofrx69QrW1tbo1q3bD447N2MZHh6OwoULo02bNkKW/ZOQkJCAY8eOwcPDA7a2tiAiFC1aFCNHjsSFCxc03id59OhREBE2bdr0w+9yM5YXLlwAEWHp0qUa9S2gP0Tcvv11hcbePvsKTePGrKzQjBw5EsbGxjkmKrnZw2nTpkEikeDGjRsa9S2gHyhWaBYtWoQ6der8sEKjzKGXvEhOTkb16tVRvnz5HIuc52QP09LS0KBBA5QsWRKfPn3SqH99Rwgec4CRy/Hi9GlI27RBcJZ9kkHW1pC6uyNUzdkXT09PEBFWrVqV7ec5Gcv09HS4ubmhePHiiI6O1uj7COgnGRkZkEqlmDx5MlxcXEBEsLCwQPfu3bFv3z61jdfEiRNhaGiIW7duZft5TsYyNDQUdnZ26Ny580+dZf/MZK7QlC6Nz9+v0CxcqNY+ydTUVNSpUwelS5f+YTYpJ3t46tQpEBHWrFmj8fcR0E/evXuHrVu3/rBCM2fOHAQGBqpln168eAErKyv06NHjh0mdnOzhhAkTYGhoiICAAI2/j74jBI9KEBkUBG8PDwQ4OCD1Wxb+wtgY0oYNEfz33ypl4TNmzIBEIoG3t3dmmQS/Gk0Q5FQOfjWaZJZJmDx5MgwMDODn58fhNxPQFxiGQUhICJYuXYp69eplZuHNmjXD2rVrlaonqiAtLQ0NGzZEiRIl8PHjR6SkyXD49lv033oVhbvPRf+tV3H49lvEJiTD1dUVzs7OnB7oEdAfMlJTEbRuHbxq1cLbbys0CYoVmpEj8VkFPXzz5g1sbW3RpUsXyOXyXO1hyL37sLKyQvfu3XlRcFpA98THx+Po0aPo379/thWaUaNGqbxCc/LkSRAR1q1bBwC52sN9hw6DiLBlyxaOvpV+IQIAjS7H/slIioykkHXrSHbiBFV6/ZoKARQlFtOz8uXJpGdPqjZpEpna2eX6vEwmo7at21Dn8AQa8e4JmaenEiMSkxhM5v/JRqa0uUgZMp08lCZOnqS9LyegN3z48IHOnj1LZ86coatXr1JaWhpVqVKF3N3dqWvXrlS3bl0Si8W5Ph8eHk61atemkh1H0ZdSjSg5XU5iIpIDJBGJiCEiCWQU53+C/ls9geq5umrtuwnoB2AYeunpSe+3bSN7Pz+qmpxMMiIKsbamuObNqfSECVSqZcs82zh//jy5d+5Ch5p1oc63rpBZTvbQ0IR2la5GA/wukm2h3G2rwM9JRkYG3bx5kzw9PcnT05PevHlDFhYW1L59e3J3d6dOnTqRXR4+mYho2rRptH7DRhq//TxdeivL0R4iPZVKpr4k6abpZCDJ3bb+LAjBowbI09Mp5K+/KPaff8j54UNyzsigZCIKdnIiWceOVGnaNCpUoUL2ZzJkdK9RO3K9c51EebQNIrpXrzXV9P2PJIYGXH4NAT0nKSmJLl++TGfOnKFz585RTEwMOTo6UpcuXahr167UsmVLMjU1zfaMnAH13nCRAqPkJBLlrYmdqhWljX1qkUSc1+cEfnYi792j52vXkunly1Tt40cyIaIXxsb0vk4dsh8yhCoPHEhig+y2TJ4hI+/qjajF08D87WH91lTzhmAPBXIHAD169Ig8PT3pzJkzdPv2bZJIJNS4cWPq2rUrubu7U5kyZX547ktaOtUat5FSClXMxx4SdarmJNhDEoJH1gDD0OsLF+jd5s1U6OZNqpKURCCiECsrim3ShEqNH0+l27WjWwPGU4P9m/M0lJltEpG/xzhquG8Tx9ILFBRkMhndunUrMwt/+fIlmZmZUbt27cjd3Z06d+5M9vb2tO7qc9pw7YXS7U5sVY4mty7PoeQCBYmkyEgKWbuWZCdOUOU3b8guywqNae/eVG3SJDKxsRHsoQCnREREZK7QXLt2LXOFRhFIKlZoBHuoOkLwyBEfQ0Lo6erVZHTxIlWPiiJTInpkakHOMhmZZ3xRup0kI1OSREWRqY0ld8IKFEgA0NOnTzOzcH9/fxKJRNSwSXOKajiJMkj5pRdzIwndmd2GTI0kHEosUBCRfflCj3bupNi9e7Ot0NwtVoLqRH8U7KGAVlCs0Hh6etK5c+fo8+fP5OjoSB26dKObhTtTGqN8W4I9FIJHrZDy6RMFr11L0Z5S6vzYX6ksWwGIKHD2Cqq3ZDpX4gn8JERGRtK5c+foH59n9K5os3yXZ75nxa/VqHfdkhxJJ/AzAIahV+fOUfjWrZT2LJLahj4Q7KGA1pHJZOTn50eenp506kEUyV37CPZQRYRdn1rAzN6e6i9bRk62tsSIVBtyuUhMYm8vbgQT+KlwdHSkYcOGUZ2OfVXeryMWEd16HcORZAI/CyKxmMq6u1PzixepULGigj0U0AkGBgbUtGlTWrNmDXUZNkWwh2ogBI9axCA5iSRQYW6ciCRgyCApiSOJBH5GktJkxKi43sDg63MCAmwh2EMBPiDYQ/UQgkctIjO3ILkambbMwoIjiQR+RiyMDUjVg4Ji0dfnBATYQrCHAnxAsIfqIQSPWoRp3pzEamTaTLPm3Agk8FPSqEwhtTLthi6FuBFI4KdEsIcCfECwh+ohHJjRIqlxicQUcSDzdOF0oYDuSE2XU52lVyglXa70M8LpQgG2EeyhAB8Q7KF6CDOPWsTUxpIe9h5GykbrIKLg3kMFQynAKqZGEhrexEWlZ4Y1cfmpDaUA+wj2UIAPCPZQPYSZRy0jz5DR/SYdqHbAVeFGBQGdIWdAEw4H0fngD/l+VrhRQYArBHsowAcEe6g6wsyjlpEYGlDNG/+Rv8c4SjIyJRCRTCTO9n+SkSn5e4wTDKUAZ0jEItrYpxZNbFWOzL9l0ApbqPjf3EhCE1uVEwylAGcI9lCADwj2UHWEmUcdkhqXSMGrt5HY24sMkpJIZmFBTLPmVG3qaGFpRkBrpKbL6cyD93TrdQwlpcnIwtiAGroUIvcaxX76pRkB7SHYQwE+INhD5RCCRwEBAQEBAQEBAaURlq0FBAQEBAQEBASURggeBQQEBAQEBAQElEYIHgUEBAQEBAQEBJRGCB4FBAQEBAQEBASURggeBQQEBAQEBAQElEYIHgUEBAQEBAQEBJRGCB4FBAQEBAQEBASURggeBQQEBAQEBAQElEbl4DEtLY1mzJhBRYsWJVNTU6pfvz5duXKFC9ny5Nq1azRkyBAqX748mZmZkYuLCw0bNow+fMj/bkquGT58OIlEIurcubPW+3727BlNnjyZGjVqRCYmJiQSiSg0NFTrchARnTp1itq1a0dFixYlY2NjKl68OPXo0YNCQkJ0Is/3CLqcP7rUZb7rT0GEL++Ej48Pubu7U4kSJcjExIQcHR2pffv2dPPmTa3Lwnf48jf7HsEPfuXkyZPUu3dvcnFxITMzM6pQoQJNmTKF4uLitC4LmzZV5eBx0KBBtHbtWurXrx9t2LCBJBIJdezYkXx9fVXuXBNmzJhBXl5e9Msvv9DGjRupT58+dPToUapVqxZFRkZqVZas3Llzh/755x8yMTHRSf+3bt2ijRs3UmJiIlWqVEknMigIDg4mW1tbmjhxIm3dupVGjx5NQUFBVK9ePXrw4IFOZSMSdDk/dK3LfNefgghf3onnz5+TWCymUaNG0ZYtW2jq1KkUGRlJTZs2pYsXL2pVFr7Dl79ZVnRtO/jkB0eMGEFPnjyh/v3708aNG6l9+/a0efNmatiwIaWmpmpVFlZtKlQgICAARIRVq1Zl/iw1NRVlypRBw4YNVWlKY7y9vSGXy3/4GRFh9uzZWpVFAcMwaNiwIYYMGYJSpUqhU6dOWpchJiYGCQkJAIBVq1aBiPDmzRuty5EbkZGRMDAwwMiRI3Uqh6DLecMHXc4JvuhPQYRP70ROJCcno0iRImjXrp2uReENfPyb8cF28MkPSqXSH362d+9eEBF27typfYG+Q12bqtLM4/Hjx0kikdCIESMyf2ZiYkJDhw6lW7du0bt371SLXDWgadOmJBaLf/iZnZ0dPXnyRGtyZGX//v0UEhJCS5cu1Un/RER2dnZkaWmps/7zw8HBgczMzHQyZZ8VQZfzhg+6nBN80Z+CCJ/eiZwwMzOjwoULC3/7LPDxb8YH28EnP9i8efMffvbLL78QEenMvmdFXZuqUvAYFBRE5cuXJysrq2w/r1evHhER3b9/X6XOs/Llyxfq0aMH3blzR+02kpKSKCkpiezt7dVuQ11ZEhMTacaMGTRr1ixydHTUqP+sfP78mTp37kxv3rxhrU1tyxIXF0cfP36k4OBgGjZsGCUkJFCrVq04klI5BF3OHb7pMh/1pyDCx3ciISGBPn36RE+fPqVZs2ZRSEiI8LfPAt/+ZnyzHVzAhiyK7Uia2ndd2lSVgscPHz6Qk5PTDz9X/CwiIkKlzrMik8koIiKC2rZtq7bCr1+/ntLT06l3795qy6GuLIsWLSJTU1OaPHmyRn1/T3p6Or148YJatGhBYWFhrLatLVkaNGhADg4OVL16dTp69CjNmTOHhg4dyqGk+SPocu7wTZf5qD8FET6+E7169aLChQtTpUqVaM2aNTRy5EiaO3eu2nIUNPj2N+Ob7eACNmRZsWIFSSQS6tGjh05kYcOmqhQ8pqamkrGx8Q8/V2yKzWvzJ8Mw9OXLl1z/GRgY0OnTp6lUqVLUpk0blU//+Pj40MKFC6lXr17UsmXLPD/LtizPnz+nDRs20KpVq3Icn7yQy+V5ymJjY0MXLlwgANSyZUt6//69Su3zQZY9e/bQxYsXaevWrVSpUiVKTU0luVzO2fdQBkGXc4aPusxH/SmI8PGd+PPPP+ny5cu0a9cuatCgAaWnp5NMJlPvCxZA+PQ346PtUAeuZTl06BDt2rWLpkyZQuXKldOJLKzYVFU2SFapUgUtW7b84eePHj0CEWH79u25Pnv27FkQkdL/qlSporRcT548gZ2dHWrWrJm5STYv2Jalffv2aNasWbafKbtReNOmTSrJosrmY1U3CnMpi4LPnz+jSJEimDJlisrPsomgyznDV11WwBf9KYjw9Z1QkJaWhipVqqB79+4qP1tQ4dPfjK+2g09+0MfHByYmJmjXrh0yMjJ0KosCdW2qAamAk5NTjpGtoh5d0aJFc322Zs2atGfPnnz72LBhA92/fz/bBuC8ePfuHbVt25asra3pwoULSm2SZVOW69ev08WLF+nkyZPZ6kjJZDJKTU2l0NBQsrOz+2FPioLWrVvnKwvDMLRw4UKKiIigIUOG5Cu3umhDFltbW2rZsiUdPHiQVq9era6oGiPo8o/ogy7zRX8KInx8J7JiZGRE7u7u9Oeff1JqaiqZmpqq3EZBgy9/M32wHcrClSwPHjwgd3d3qlq1Kh0/fpwMDPIPv3htU1WJNKdOnQqJRIL4+PhsP1+6dCmICGFhYSpFrt+zaNEiEGUvO5AXnz59QsWKFeHg4IDnz59r1Le6suzZsyffbGDdunVqy8EwDIYNGwaJRILDhw+r9CzbJQo0kSUr3bp1g6mpKSsyqYugyz/CZ13OCh/0pyDCt3ciJyZNmgQiQlRUlEayFBT48jfjs+3ggx98+fIlHB0dUb58eURHR7Mih7qy5IQ6NlWl4NHf3/8HRfry5QvKli2L+vXrq9Tx93z8+BGFChXC0qVLlfp8UlIS6tWrB0tLS9y5c0ejvjWR5e3btzh16tQP/woXLgxXV1ecOnUKL1++VFuWR48ewdzcHPv27VP5WbZfGlVlycnAv3nzBpaWlmjSpAkrMqmLoMs/wjdd5rP+FET49E7k9LePjY1FiRIlUKJECY1kKUjw5W/GN9uRFV37wQ8fPsDFxQVFixZlvdakLm2qCABUmeLs1asXnTp1iiZPnkxly5alvXv30u3bt+natWvUtGlTVZr6gcjISKWP93fr1o08PT1pyJAh1KJFi2y/s7CwoG7dumlNlpxwdnamqlWr0rlz5zSSQ1VZ4uPjadOmTUREdPPmTbp48SJNmTKFbGxsyMbGhsaNG6c1WYoUKUKtWrWimjVrkq2tLb148YJ27dpFKSkpdO3aNWrUqJFGsmiKoMvKoStd5rv+FET48k7UqVOHihcvTvXr1ycHBwcKCwujPXv2UEREBB05ckTjU6oFCb78zXJC8INftwc8ePCApk+fTtWqVcv2uyJFilCbNm20JgurNlWlUBNfq9dPnToVjo6OMDY2Rt26dXHx4kVVm9GYUqVK5To9XqpUKa3Lk5N8uqis/+bNG96My/z58+Hq6gpbW1sYGBigaNGi6NOnDx4+fKhVOXJD0GXl5dOFLvNdfwoifHknNm/ejMaNG8Pe3h4GBgYoXLgwunTpAh8fH63Lwnf48jfLCcEPIs+l/O8PGHENmzZV5ZlHAQEBAQEBAQGBnxeV6jwKCAgICAgICAj83AjBo4CAgICAgICAgNIIwaOAgICAgICAgIDSCMGjgICAgICAgICA0gjBo4CAgICAgICAgNIIwaOAgICAgICAgIDSCMGjgICAgICAgICA0gjBo4CAgICAgICAgNIIwaOAgICAgICAgIDSCMGjgICAgICAgICA0gjBo4CAgICAgICAgNIIwaOAgICAgICAgIDSGOhagJ+Z1LhECl69jcReXmSQnEQycwtimjenalNHk6mNpa7FE/hJSE2X05kH78nvVQwlp8vI3MiAGpUpRO41ipGpkUTX4gn8JAh6KMAHBL+sHCIA0LUQPxvyDBndHjqZqh/ZRWbpqcSIxCQGk/l/ipEpPew9lOrtWkcSQyG+F+AGOQPaeP0F/X3jNSWny0ksImJAmf+bG0loWBMXmtCyHEnEIl2LK1BAEfRQgA8Iflk1hOBRy8gzZHS/SQeqHXCV8jKDIKJ79VtTzRv/CYoqwDpyBjThcBCdD/6Q72c7VXOijX1qCY5bgHUEPRTgA4JfVh1hz6OWuT10cr4KSkQkIqLaAVfp9tDJ2hBL4Cdj4/UXSjlsIqLzwR9o4/UXHEsk8DMi6KEAHxD8suoIM49aJCU2nuDoSObpX5R+JsnIlCRRUcJeCwHWSEmXkevSq5SSLlf6GXMjCd2Z3UbYeybAGoIeCvABwS+rhzDzqEVC1uwgMxUUlIjIPD2Vgldv40gigZ+Rsw8iVHLYRETJ3w4zCAiwhaCHAnxA8MvqIQSPWkTs5UWMSLUhl4vEJPb24kYggZ8Sv1cxpOq2MbGI6NbrGG4EEvgpEfRQgA8Iflk9hOBRixgkJ5EEjErPSMCQQVISRxIJ/IwkpcmIUXGzCoOvzwkIsIWghwJ8wCA5UfDLavBzHxfSEsnJyXTlyhUySf1CMpGYDFRQVLlITDILCw6lE/hZiIyMpLNnz9Kde8kEKxcSiZXfNyYWEVkYC+ZCQDMA0OPHj+nMmTN087mI4FBZ0EMBrSP78oVCduyguH37yORjKslFYpUCSMEvC8EjZ0RGRtK5c+fI09OTrl69Sl++fKGZVRpSOzUyHKZZc26EFCjQAKAnT56Qp6cnnTlzhgICAkgkElGNX0eTyKasSm0xIGroUogjSQUKMjKZjG7evElnzpwhT09PevXqFZmbm1OdnuPorVi1xS9BDwXUJTEigkLWrSP5yZNU+c0bqglQpFhMgZXqk/i94JdVRThtzRK5OWo3Nzfq2rUrubu7U/HCjsQUcRBOdQlwhkwmIz8/P/L09MzmqNu1a0fu7u7UqVMnMreypTpLrwinXAU4IykpiS5dukSenp50/vx5+vz5Mzk5OVGXLl2oa9eu1LJlS4LYUNBDAU6JvHePnq9eTaZXr1L1jx/JmIheGBvTe1dXKjx0KFXy8KC0pFTBL6uBMPOoAVkd9ZkzZ+jly5dkZmZG7dq1oz179lCnTp3I3t4+2zO3eg+jBvs351tPiuhrQdLg3kOp4U+soAL5o3DUZ86cofPnz1NMTAw5OjqSu7s7bdy4kVq2bEkmJibZnhnexIU2XFO+Zt6wJi6CwxbIk4iICDp79ix5enrStWvXKD09napWrUqjR48md3d3cnV1JfF3M41f9fA5kVIWUdBDgbwBw9CLU6coYts2KuzvT1WSk8meiIJtbMi/WzcqPXEilWvenMplecbUxpL8eg6hhge3Cn5ZBYSZRxVJSkqiy5cvZ2bUWR21u7s7tWrV6gdHnZW0xCQKqlyP6oc/ybeSvU/l+tT4vu9PX8le4EcUjvrMmTN07do1SktLo6pVq5K7uzt17do1R0edlbdh78ht2t9kULoukSh3TQRAjUqY0IHRrYSbPQSyAYBCQkIyl6MDAwNJIpFQkyZNMldbXFxc8mzj7LnzNOTvG2ReqTHlGUAC1KaSPW33qC/ooUA2MlJSKGT7dkrYv59Kh4RQSZmMEokopHhxYjp3pspTp5JtmTJ5tjFtyhRqfPgCuUc8zf+GmXqtqaavcMOMEDwqwYcPH7Jl1GlpaVSlShXq2rWrUo46K14NGlDDgNt0o2U3auB7kczT/79ZV/F/spEpna7TjIYGXiMvH29q2LAhx99QgO8AoEePHmUuR3/vqLt06UJl8jGQCtLT06l58+YU/v49jdzkSYfuRmbeKSxnQBKxKPNOYTy9RimBJ+jenTtkZ2fH8bcU4DsymYxu3LiRudry5s0bsrCwoPbt21PXrl2pY8eOSutJaGgo1a5dm9waN6EW41fSLt83OeqhqaGIPvsdJzfrBDpx/BiJ8kh2BH4OEsLDKWTNGsLp01T57VuyBeiDWEwvKlUisz59qNqECWRsZaVUW6dOnaJff/2V1q5eQw0evKFqR3bl6pc3FylDltNG0tjx4zj+hnoABH6AYRgEBwdjyZIlqFevHogIEokEzZs3x9q1a/Hy5Uu12vWfNQsggrRTJwBASmwCAmavgF/NpghyKge/mk0RMHsFUmITkJ6eDjc3NxQvXhzR0dFsfj0BPSEjIwPXr1/HpEmTULp0aRARLCws0KNHD+zfvx8xMTFqtTtx4kQYGhrC398fAJCSJsPh22/hsfUqCnefC4+tV3H49lukpMkQGhoKOzs7dOrUCXK5nM2vJ6AnxMfH4+jRo+jXrx9sbW1BRChatChGjRqF//77D1++fFG5zdTUVNSpUwelS5fG58+fAeSth6dOnQIRYc2aNWx/PQE9IeL2bXj17o3AQoWQRgQQ4amJCaRNmuDx/v1g1LBPz58/h5WVFXr27AmGYQDk7ZcnTJgAQ0NDBAQEsP319A4hePxGRkYGpFIpJk2aBBcXl2yOet++ffj06ZNG7Ydeu4Y4ItxycvpByR8fOAAQff0/C+Hh4XBwcEDr1q0hk8k06l9AP0hISMDRo0fRv39/1hx1Vo4cOQIiwqZNm3743d27d0FEuHv3brafX7hwASKRCEuXLtWobwH94d27d9i6dSvatWsHIyMjEBGqV6+OuXPnIjAwMNPRqsvIkSNhbGyMe/fu/fC73PRw2rRpkEgkuHHjhkZ9C+gHjFyOp0eOQNqiBR6bmgJEyCDCXVtbeP36K95pqAfJycmoXr06ypcvj/j4+B9+n5NfTktLQ8OGDVGyZEmNYwJ956cOHvNy1BcuXEBqaior/aTExOCJqSneGBoi7u3bH36fW/AIAFevXoVYLMbcuXNZkUWAf+TmqOfMmcOKo1bw5MkTWFhYoE+fPjm2mZvTBoC5c+dCLBbj6tWrrMgiwC8YhsH9+/excOFC1KlTJ3O1pWXLltiwYQPevHnDWl/79u0DEWHnzp05/j43PczIyEDTpk3h5OSEyMhI1uQR4A/pycm4u2IFvKpXxzuJBCBCHBFuligB3zFjEPv6NSv9MAyDQYMGwdTUFMHBwTl+Jje/HBYWBnt7e7Rv3/6nXo356YLH8PBwbN26Fe3bt8/RUXOhDN4VKiCFCE+PHMnx93kFjwCwZMkSEBEuXLjAumwC2kfhqBctWpSjo37NkoHMSlJSEqpUqYJKlSohMTExx8/kFTzKZDK0bt0aDg4OCA8PZ10+Ae2Tnp6Oq1evYvz48ShVqhSICJaWlujVqxcOHjyYuZzMJg8fPoSpqSkGDRqUa1KUlx5GRESgSJEiaNGihbAaU0CIe/sWN8ePh2+pUoj7thwdLpHAq1o13Fm+HGm52CtN+Pvvv0FE2LdvX66fycsvX758GSKRCAsXLmRdNn2hwAePDMPgwYMHWLRoEVxdXbM56vXr13PiqLNyY+hQgAg+gwfn+pn8gke5XI5OnTrBzs4OoaGhXIkqwCEKRz1hwgQ4OztrxVErYBgG/fv3h7m5OR49epTr5/Jy2gAQHR2NYsWKwc3NDenp6VyJK8AhcXFxOHz4MH777TdYW1uDiFC8eHGMHTsWly5dQlpaGmd9x8fHo3z58qhevTqSk5Nz/Vx+eiiVSiEWizFr1iyuRBXgmHA/P3j16IE7dnaZ+xcfm5pC2qwZnhw6pNb+RWW5d+8ejI2NMXLkyDw/l59fXrhwIUQiES5fvsyFmLynQAaP6enpuHbtmk4cdVaeHjmCFCL4lC+f5+fyU1IAiImJgbOzM+rWravxvjcB7aBLR52Vbdu2gYhw6NChPD+Xn9MGAD8/PxgYGOD3339nW0wBjnj79i02bdqENm3awNDQEESEmjVrYv78+bh79y5r2yLygmEY9OjRA1ZWVnj+/Hmen1VGD//8808QEc6ePcu2qAIcwMjleHzgwNfg8Nv+xXQi3LGzg1ePHgj389OKHLGxsXBxcUGdOnXy3ZamzKRO+/btYW9vj7CwMC7E5TUFJniMj4/H4cOH0bdvX9jY2GQ66jFjxuDSpUtaD7ji3r7FG0NDPDE1RUo+p2KVCR4BIDAwEEZGRhgzZgybogqwyNu3b7F582adOuqsKHRm7Nix+X5WGacNAOvXrwcR4fjx42yJKcAiDMPg3r17mD9/PmrVqgUigoGBAdq0aYNNmzbhbQ77rrlm3bp1ICKcOHEi388qo4cMw8Dd3R02Njacrx4JqEdaYiLuLFsGr2rVEJ5l/6JvqVK4OWFCjvv/uUQul8Pd3R22trZK7eFVxi9/+vQJJUuWRIMGDbQ2GcAXtBY8Ko6/B7p1QFDNJgh065B5/F1dwsLCcnTU8+bN04mjVsDI5bjl5IQ4IryVSvP9vLLBIwBs374dRISDBw+yIOnPB9t6mJujbt26NTZt2qTTbQafPn1CqVKlUK9ePaWSJ2WDR4Zh0KtXL1haWuLZs2dsiftToShLM+Hfexi69zYm/HsvsyyNOqSlpeHSpUsYO3YsSpQoASKCtbU1fvvtN/z777+Ii4tj+Rsoj6+vLwwMDDBlyhSlPq+sHipmkWrXrs3a4cafDbbtYezr1/AdMwY3S5RA/Lfl6HcSCbyqV8fdlSs52b+oLIrZ6nPnzin1eWX9ckBAAAwNDTFhwgQ2xNQbOA8eZekZ8PMYhyQjUzBEkInE2f5PMjKFn8c4yNIz8m2LYRgEBQVhwYIFvHPUWZF26gQQfa3rqASqBI8Mw8DDwwNmZmYICQnRVNSfBjb1MC0tDZcvX+alo1Ygl8vRoUMHFCpUSOmZJmWdNvC1UkGFChVQrVq1PPevCWRHJmew9sozVJ73H0r9cQ6lZ57L9n/lef9h7ZVnkMnzT3xjY2Nx8OBB9O7dG1ZWViAilCxZEuPHj8eVK1d4MRMSFRWFYsWKoXHjxkrvk1VFDxX710aMGKGpqD8VbNrDdzduwOvXX3HX1hbp3wLGR2ZmkLZogadHjnC6f1FZFPtkZ8+erfQzqvjlLVu2gIhw+PBhTcTUKzgNHmXpGbhTvzWYbwqV2z+GCHfqt85RURWOety4cShZsiSICFZWVujTpw/+/fdfxMbGcvkVVOb+pk3IIIK0fn2ln1FFSYH/n5ytUKECEhLUn7n9WWBDD2NjY3Ho0CFeO+qsLFmyBCKRCP/995/Sz6jitAEgODgYZmZmGDBggM5m+fUJmZzBmIN3UeqPc/n+G3Pwbo4B5Js3b7Bhwwa0atUKBgYGICLUrl0bCxcuxP3793n1d5DJZGjVqhUcHBzw/v17pZ9TVQ937twJIsLevXvVFfWnQlN7yMjleLR3L6RNmuCpiQlAhDQiBBYqBO8+fRBx+7aOvlnOKE7ot2zZUqUT+qpO6vz222+wsLDAkydPNBFXb+A0ePTzGJevgmZVVD+PcQD+76j79OmTzVGPGzeOl45aQdSDB/ggFiPI2hoZKiyjqBo8AsDTp09haWmJ3r1788ph8BF19TA0NBQbN27UC0edFUVt0Hnz5qn0nKpOGwD2798PIsJff/2lqpg/HWuvPFMqcFT8W3vlGRiGwZ07dzB37lxUr14dRARDQ0O0a9cOW7Zswbt373T9tXJlzpw5EIvFuH79ukrPqaqHWWv2PXz4UB1RfyrUsYdf4uMRuHgxvCtXRoRYDBAhViSCr7Mz/CZPRjxP9VBRG7Ro0aKIiopS6VlV/XJiYiIqVaqEypUr51oOrSDBWfCY/DkOSUYmSimo4l+ikSnat2z9g6MOCgriraNWkJGains2NogUixH14IFKz6oTPALAsWPHQETYuHGjSs/9TKirh/Vq1Mp01G3btuW9o1YQHh6OwoULo23btirXwVMneASAUaNGwdjYWOXnfiaS0zJQ6dtStbL/XGacRrGSX6tF2NjYoF+/fjh69GiOt2HwjfPnz4OIsGzZMpWfVUcPFbeFlCtXTi/GR1eoZQ8NTRAlMQKIEGZgAK+aNXFvzRqk68F2lWnTpsHAwAC+vr4qP6uOX378+DHMzc3Rr18/3scsmmKgxnXYShGyZgfVTf+i0jPm6anklkTUZcMG6tKlC5UoUYIj6djHt0ULahwXR482bqQa1atrpc8ePXrQpEmTaMqUKVS3bl1q0KCBVvrVJ9TVw57WxWjKkT+offv2ZGVlxZF07JKRkUG9evUiY2NjOnjwIEkkEq30u379erpz5w51796d7t27Xw7hEAAAyktJREFUR7a2tlrpV584+yCCUtLlKj0jJwm59hhN+zvXpcaNG5OhoSFH0rFLaGgo9e/fnzp37kwzZszQSp9mZmZ04sQJqlOnDg0ZMoSOHTtGIpFIK33rE2rZw4wvdL1uK6o4YzSV++UXKiEWcyQdu5w+fZpWrVpFa9euJTc3N630WalSJdq1axf16dOH3NzcaPTo0VrpVxdwpgViLy9iRKo1LxeJqb2RIY0ZM0avAseA2bOpub8/+XbsSDXGj9dq3ytXrqS6detSz5496ePHj1rtWx9QVw+bM3Lq1auX3gSORETTp0+nwMBAOnbsGNnb22utX2NjYzp27BjFx8fTgAEDiGEYrfWtL/i9iiGxirGMWCwi53ptqEWLFnoTOKalpVHPnj3JxsaG9u3bR2ItBhply5alf/75h06cOEHr16/XWr/6hLr2sKixEZXv3p1EehI4vnz5kgYOHJg5waJNevfuTePHj6dJkyZRYGCgVvvWJpxpgkFyEkmgmhORgCGDpCSOJOKGMC8vqrhsGfk7OVGzs2e13r+hoSEdPXqU0tLSqF+/fiSXqza7UdD5WfTw2LFjtH79elqzZo1OZqCdnZ3pwIEDdO7cOVqxYoXW++c7SWkyYqDaMwy+PqdPTJ48mYKDg+n48eM6mYH+5ZdfaOrUqTR9+nS6efOm1vvnOz+DPUxNTaUePXpQkSJFaNeuXTqZgV69ejXVrl2bevToQTExMVrvXxtwFjzKzC1IrkaGk5ScQuG+vhxJxS5f4uIouWNHijMwoEq3buksKytWrBj9+++/dPXqVVq8eLFOZOArauthWjrFv33LkVTs8uzZMxoyZAj17t2bxo0bpzM5OnbsSHPmzKE5c+aQVCrVmRx8xMLYQOWZRwJDiZ8/UXp6Oicysc3Bgwdp27ZttGnTJqpdu7bO5Fi2bBk1bNiQevXqRdHR0TqTg4+oaw9TjIwIUDH70RFjx46l58+f04kTJ3S2cmRkZERHjx6l5ORk8vDwKJCrMZxFO0zz5iRWJ8NJTaXiTZrQM1NT8mralJ4cOEDg6cDfbtiQnFNT6cuBA2RdqpROZWnVqhUtWrSIFi1aRBcvXtSpLHxCXT00SkwkM2dnumdnR949elA4T2cxkpOTqXv37lS8eHHauXOnzvd5LViwgFq0aEF9+vShiIgIncrCJxqVKaTyzCNIRBf2rKPChQtTnz596N9//6W4uDhO5NOUR48e0YgRI2jAgAE0bNgwncpiaGhIhw8fJrlcTn379hVWY7Kgrj08GPGBnJ2dafz48XTlyhXeJjS7d++mPXv20Pbt26latWo6laVEiRJ06NAhunjxIi1dulSnsnABZ8FjtamjKcXIRKVnko1MqfSlk3Rr8mT65OhINX19qZKHB0UaGpJP1ap0Z8kSSktI4Ehi1fAdPpyaPn1KdwYNogq9e+taHCIimjVrFnXo0IH69etHYWFhuhaHF6irh4X/2UJ+vXsTIxZTwxMnqHjjxrxLaADQ6NGj6c2bN3T8+HGytLTUtUgkkUjo0KFDZGhoSL1796aMjAxdi8QL3GsUIzMj1Q4wWRgb0NVdf9Lvv/9OL168oL59+1LhwoWpdevWtGnTJnrLk5nxxMRE6t69O5UpU4a2bdum8wSGiKho0aJ0+PBhkkqlNH/+fF2LwxvUtYedNi0nd3d38vT0pLZt21LhwoXpt99+41VCc//+fRo7dmxmEsMH2rZtS/Pnz6f58+fTlStXdC0Ou3B5lFvd+noK0pOTcW/NGnjVrIkwAwOACAlE8CtWDL6jRuHzy5dcip8rz44dQwoRfMqVY6U9dUv15ERMTIxKV9L9DGiqh/Hv3uHmpEnwdXZGrEgEECFCLIZ3lSoIXLIEX3RUGoTtqyrVLdWTEzdv3lTpSrqfAXXqPGYlLCwMW7ZsQdu2bTOvY61Rowbmzp2LO3fu6KQ0CMMw6NmzJ6tXVbKph8uXLweR8lfS/QxoYg+z3vJWu3ZtEH295a1Vq1bYuHGjzm554+KqSrb8slwuR7t27WBvb68X5d6UhTc3zNx0qZHnVUiMXI5nx49D2ro1QszNASJkEOGejQ28unVDmLc3l18lk7i3b/HG0BBPTE2REhPDSptsBo8AEBgYCCMjI4wdO5aV9vQdVfTwVuUGeephTglNPBH8iheH7+jRiH39WivfSfE3HjNmDGttsum0AWDdunUgIpw4cYKV9vQdZW+YKTnjLIbu9svzisL4+HgcOXIEffv2hY2NDYgIxYoVw+jRo3Hx4kWtJY7r169n/W/Mph7K5XJ06dIFtra2ePPmjebCFQBUumGmXs43bikICwvD5s2bf0ho5s2bp7WEhmEYdO3aFba2tnjNov1l0y9//PgRJUqUQMOGDXl7yYmqcBo8Av+/QzPx2x2aGd/uzlT8n2hkigvVGiONRLi7cqXS7UYEBsK7b1/cLlwYX74p+3NjY0jd3BCyezfkGfnfyakqjFyOW0WLIo4IodeusdYu28EjAGzbto3VWSl9Rxk9vFy6JsLFEqWLvGcmNK1aaTWh4Wp2me3gUTErZWVlhefPn7PSpr6T093WJWeczbzbutLcC3BqOwxt27VXush7eno6rl27hokTJ8LZ+WtRcUtLS/Ts2RMHDhzA58+fOfkufn5+MDAwwO+//85qu2zr4efPn1G6dGnUqVOHtVkpfUcZe7i8RFUsW7JU6Tbj4uJ+SGiKFy+OMWPGcJrQrFixAkSEs2fPstou2345ICAAhoaGmDhxIivt6RrOg0cFKbEJCJi9Ar51W+E/p3LwrdsKAbNXICU2AbK0NAQWKoRokQgRgYEqt53w/j38pk7FDRcXxHxbVvwgFsO7UiXcXrAAqSzdfy3t3Bkggv/Mmay0p4CL4JFhGPTv3x/m5uZ49OgRa+3qO3npYdSDB4gUi3HPxkal6yUVRAQGwvu337IlNM9MTCB1c8Ojf/5hJaGRy+Xo2LEj7OzsWF8iYttpA19nyMqXL4/q1asjWQ9upNAWKWkyHL79Fh5br6Jw97nw2HoVh2+/RUqaDFeuXIFIJMKCBQtUbpdhGDx48ACLFy+Gq6sriAgSiQQtWrTAunXrWJuZiY6ORvHixeHm5ob09HRW2lTAhR7evXsXxsbGGDVqFGttFgQU9tCvZlMEOZWDX82mmfZw9uzZal0vCfw/oZkwYQJKlSrFWULj5eUFsViMmSz7ZIAbv7x582YQEY4cOcJam7pCa8GjgtwMw6enT/FeIsEDS0uNrj3KSE1F0Pr1kNaujdBvy4qJRLhVtChuDB+OGDVnQB5s2YIMIkjr1lVbttzgQkkBICkpCVWqVEGlSpV+irs2VSE3Pby/cePXv3ODBhq1n1NCE8FCQrN06VKIRCJcuHBBI/lyggunDQAPHz6EqakpBg0aVOCv7FKV3MZ88eLFEIlEuHjxokbth4eHY9u2bWjfvj2MjIxARKhWrRpmz56N27dvQy6Xq9ymTCZD69at4eDggPDwcI3kywmu9PCvv/4CEWH//v2stlsQyMkHyWQytGrVCg4ODnj//r3abSsSmkWLFv2Q0Kxfv17thCYiIgJFihRBixYtkMHBSiNXkzp9+vSBhYUFnjx5wlq7uoA3wSMABO/ciTQieNWqxUpfjFyOF6dPQ9q2LYK/LSvKiBBkbQ2puztCr15Vqp3o4GB8EIsRZG2t1oxUfnAVPALA06dPYWFhgT59+giOOwt56aG0Y8evM8yzZrHSV24JjV+xYiolNFevXoVYLMbcuXNZket7uHLaALBv3z4QEXbu3Ml62/pMbmOumGEuVKgQ3r59y0pfCQkJOHbsGDw8PGBrawsiQtGiRTFy5EicP39e6SXduXPnQiwW4xqLW3eywpUeMgyDgQMHwtTUFMHBway2re/k5oOioqJQrFgxNG7cmLUZ5nfv3mmc0GRkZKBp06ZwcnJCZGQkK3J9D1d+OTExEZUqVUKVKlWQlJTEatvahFfBIwB4de8OEMFv8mTW+44MCoK3hwcCHByQ+m1Z8YWxMaQNGiB4584clxUzUlNxz8YGUWIxIoOCWJcJ4DZ4BICjR4+CiLBp0yZO2tdH8tJDRi7HLScnxBHhrVTKar+ZCU2bNjknNLk45PDwcBQuXBht2rRRei+cqnAZPALAyJEjYWxszFn7+kheY67Y21q/fn3WN9lnZGRAKpVi8uTJcHFxARHB3Nwc3bt3x969e/Hp06ccn7tw4QKICEuXKr8XTlW41MPk5GRUr14d5cuXR7yOqiTwkbx8kK+vLwwMDDB16lTW+1UkNP379/8hoblw4UKu+ySnT58OiUSCGzdusC6TAi798uPHj2Fubo5+/frp7aQO74JHRi7HzRIlkECEVxwszSlIiorCrenT4VO2LD5+W1aMEovhXaECAubOzTxJLW3YEBlECFq/njNZuA4eAWDixIkwNDTErVu3OOtDn8hPD+NCQxFqYIDHpqas7ZnNiVwTmoYNEfz335BnZCA9PR1ubm4oXrw4oqOjOZOF6+AxNTUVderUQenSpTk7xKFv5Dfmt2/fhpGREcaPH8+ZDAzDICQkBEuXLkW9evUylxWbNWuGNWvW4OW3kmihoaGws7ND586d1VruVhau9fD58+ewsrJCjx499NZxs01+Pmjt2rUgIpw8eZIzGRQJzaRJk1C6dGkQESwsLNC9e3fs27cvM6E5ffo0iAhr1qzhTBaAe7/877//goiwbds2TtrnGt4Fj8DX/WIvjYzw3NgYSVFRnMskS0vD/U2bIHV1xWtDQ4AISUR4+G1m6HqTJpz2r43gMS0tDQ0bNkSJEiXw8eNHzvrRF5TRw6eHDyOFCN4VK2pFpsQPH3Br+nTcKFMGn74lNJFiMY7Z2sJdLIa3hvvf8oNrpw0Ab968ga2tLbp06cJpAKIvKDPmW7duBRHh33//1YpMERER2LFjBzp16gRjY2MQESpWrAgnJyc4OTnlOivJFtrQwxMnToCIsG7dOs760Cfy80EMw6BHjx5aq5zAMAyCg4N/SGjq1asHExMTtGvXjvPAXxt+edy4cTAyMkKgGgeFdQ0vg0cAeHH6NJKIcMPFBYwWnQwjl+PV+fO4XrcuMr7VupIR4b6VFaQdO+I1Bw5cG0oKfN1rYm9vj7Zt23K29KkvKKuHPoMGAUS4MWyYliT7iiKhOVGmDJ59m5FMIsItJyfcGDoUn54+Zb1PbThtADh37hyICH/++Sen/egDyow5wzDo168fzM3N8fjxYy1K93V/1smTJ1GhQgUQEYgIjo6OGD58OM6ePYuUlBTW+9SWHk6ZMgUGBga4efMmp/3oA8r4IF1WToiIiMCmTZtgaWkJkUgEIkKVKlUwc+ZM+Pv7c5KIamtSp379+ihVqhTnSRnbcHY9oaaU7dqV7o8ZQ41fv6YbHh5a61ckFlPRRo3IMSSE3hsYUOjFi+Q3cCB9MTOj+hcuUOn27emVsTF51a9PwTt2kJynd3zmRPHixenQoUN05coVWrJkia7F0Qua7NlDN8qVozp//03Pjx/XWr8SIyMybduWBkVH09yePenlmTMU2L49mScmUqNdu8imYkV6YG1NXp0705tLl7QmFxt06tSJZs2aRbNmzSIvLy9di8N7RCIR7dixg5ydnal79+6UlJSktb4tLCwoNTWVnj17Rlu3biUfHx/q168fSaVS6tKlC9nb29Mvv/xC//zzD3369ElrcrHB8uXLqUGDBtSrVy+Kjo7WtTi8x8rKio4fP04vXrygsWPHEgCt9e3k5ET3798nmUxGfn5+dOLECapTpw7t2LGDGjRoQMWKFaMRI0bQ+fPnKTU1VWtyaYqRkREdPXqUkpKSyMPDgxgeXHurNNqOVlXNKr2qVsUXIjzau5djyf6Pd8WKSCXCk0OHsv08+eNH+M+cCZ9y5RD9bVkxWiSCT7ly8J81C8lqLgdra+ZRwaJFi1gpA6LPqKKHKTExeGJqijeGhohj6eRrfiQnJ6NatWqoUKECEhISsv0uOjgYPgMHwr9IEaR8m5V8aWQEaf36eLh9O2RqHq7Q1owP8LUMSMuWLVGkSBFERERw3h9fUWXMFZUTfvvtN63t1QsJCYGZmRk8PDyy9ckwDB4/fozly5ejYcOGEIlEEIvFaNy4MVatWqXRVYXa1MP379/DwcEBrVq1+qlXY1TxQbqonLB7924QEf75559sP8/IyIC3tzemTJmCsmXLgohgZmaGX375BXv27NFoi5Y2/fLFixchEomwePFizvtiC94Hj1/i4xFsbo53EolW7rK+MXw4QASfgQPz/JwsLQ0Pt2+HtF49vDIyAoiQTAR/R0f4DByI6JAQpfvUdvAol8vRoUMHVsuA6Buq6mHotWuI+1YvlOttFAzDYMCAATAzM0NIPnrEZkKjTacNfC0DUrRoUTRp0oT1QtP6gqpjfuTIERARNm/ezLFkX0/CVqhQAVWrVs13mfLDhw/YuXMnunTpAhMTk8x9kjNmzMDNmzdVCsy0rYfXr1+HWCzGnDlztNIfH1HVBykqJ9y7d49jyYCgoCCYmJhg+PDheX6OYRg8evQIy5cvR4MGDTITmiZNmmDVqlUq79XUtl+eP38+RCIRrly5opX+NIX3wSMAvPP1RYxIhAAHB06uHVTw7PhxJBPBp1w5lZ99deECpB074r6VFeREkBPhgaUlpO3b49X583k+q20lBYBPnz6hZMmSnJQB0QfU0UP/mTMBIkjd3TmUDNixYweICAdU1AdZWhoebN2ac0IzaFC+CY22nTbAbRkQfUCdMZ8wYQIMDQ0REBDAmVwMw6BXr16wtLRUeRYxKSkJp0+fxuDBg1G4cGEQERwcHDB06FB4enrmG4jqQg+XLVsGIsL5fGx1QUVVH6SonODi4oJYDqtRxMbGokyZMqhVq5bKV0vmlNBUqlQJM2bMgJ+fX777JLXtl2UyGdq2bQt7e3u8e/dOK31qgl4EjwBwe+FCyIkgbdOGE7ni3r7Fa0NDPDUxySzToy4fHz/GjaFDccvJCUnflhVfGxpC6uqKB1u2/LCsqIvgEfh/GZBx48ZptV8+oK4eSr8dpHqwZQsnct25cwdGRkYYPXq0xm0pEpoHlpbZE5oOHXJMaHThtAHtlAHhK+qMuaJyQsmSJTnbZL9x40YQEY4dO6ZROzKZDL6+vpg2bVrmoRtTU1O4u7tj165diMqhmoYu9FAul6Nz586wtbXFmzdvtNYvX1DHB71+/Rq2trZwd3fn5MAKwzDo1q0bbGxs8OrVK43aSkpKwqlTpzB48GDY29srldDowi9//PgRJUqUQKNGjXi/GqM3wSMASJs0gYwId1euZFUmRi7HraJFEUek9K0zypISE4OAuXPhXaECosRigAgfRSL4lC2LW9OnIykqSmfBI6D9MiB8QV09zEhNRZC1NT6IxYhm+ZaKmJgYODs7o27durkWx1WXj48fw2fwYPg7OiI5l4RGV8EjwzDo3r07rKys8OLFC632rWvUHXNF5YT27duz7rhv3boFQ0NDTObgooanT59ixYoVcHNzg0gkgkgkQqNGjbBixYrM69p0pYefP3+Gs7MzXF1dWX//+I66PojLygkrV64EEeHMmTOstps1oSlfvnxmQtO1a9dsCY2u/LLi/Zs0aZJW+1UVvQoeZWlpuGNnh2iRCBEs1kWSdu369Tq6P/5grc2ckGdkIHjnTkgbNMALY2OACClECLKyAogQuGwZp/3nBMMw6Nu3r07KgOgSTfQwMigIUWIx7tnYsHZdZdaZj9DQUFbazI2UmBgEzJnzQ0JzpUQJdCWCnw723MTHx6NcuXKoUaMGJ+Vf+Iomenj58mWIRCIsXLiQNXmio6NRvHhxrcx8REVFYffu3ejatStMTU1BRChfvjw8PDxARLh9+zan/ecEmzP/+oQmgdKsWbMgFoshZfE2Lm9vb0gkEvzBsU8G/p/QNGrUKFtCs7JPH51N6ihm/o8ePar1vpVFr4JH4OsMynuJBA8sLZHOQq2pB1u3Ip0IUldXjdtSlTeXL0PauTMemZoC32aDgs3NIW3bFi88PbVW3zIpKQmVK1dGpUqVkJiYqJU+dY2mehi0fj0yiCBt2JAVeXS150qekYGHO3ZA2qABnn8rkJ9ChAAHB/gMGICoBw+0JsvDhw9hamqKwYMHa61PXaOpHioqJ1y6dEljWWQyGdq0aYPChQsjPDxc4/ZUITk5GWfOnMHQoUMzr6mzsbHBoEGDcOrUKa3eAazunmN9RpPgke3KCR8+fICjoyNatGiBDA7POOREVFQUdu3aha5du6L+N3vY0dER06ZNw40bN7R2Ip9hGPTp0wcWFhZ4ykFNXzbQu+ARAB7u2PE14KtdWyNZokNCECEW476VFWszSOqgeHGvt2iBW0WLIvFbIBlqYABpnTq4v3Ej5/I9efJE62VAdAkbeijt0AEgQoCGpzT5ctrz7t27KEuE002aIMjaGrJv+yQfWlhoLaHZu3cviAh///03p/3wBU31UC6Xo3379ihUqBDCwsI0kmXevHkQi8W4yvLWHVUJDAwEEWHQoEGoVKkSiAgmJibo3Lkzdu7ciQ8fPnDavyrVDgoKmi7RZq2coEnAl5GRgWbNmsHJyQmRkZFqt8MGQbt2AUSY3KwZHBwcQEQoXLgwBg8erJWEJjExERUrVkSVKlW0mjwpi14GjwDg9euvABH81DylKUtLw11bW0SJxYgMCtJIFk35/sVNjY3F7QUL4F2xIj58W1b8JBLhhosL/KZORSJHxlObZUB0DRt6yMjl8Hd0RKxIhDBvb7XaCA8Ph4ODA1q3bq3zOnPfj8mnp09xY9iwbAnNG0NDzhOaESNGaK0MiK5hQw8VlRMaNGigduWE//77DyKRCEuWLFFbDrb4fkyeP3+O1atXo0mTJhCLxRCJRGjQoAGWLVuGR48ecZLs5lVntSDCxv4+X19fSCQSTJs2Te02ZsyYAYlEAh8fH7XbYIusYyKTyeDn54cZM2bkmNBwFeg+evQI5ubm6N+/P+8mdfQ2eGTkctwsUQLxRGpdGSht1AgyIgTx4G7TvF5ceUYGQnbvhtTNDc+/7ZP8QoTbhQvDu29ffGB5U7miDIi/vz+r7fINtvQwLjQUoQYGeGxqilQVS1akp6fDzc0NxYoVQ3R0tEZysEFeY5I1oYn8LqG5NW0aqwlNamoqateuzXkZED7Alh4GBATA0NAQEyZMUPnZt2/fws7ODp06deLFfeN5jcnHjx/xzz//4JdffoGZmRmICGXLlsXvv/8Ob29vVpc5nz17BktLS/Ts2ZN3jptt2DocsmbNGhARTp06pfKznp6eICKsWrVKIxnYIq8xef78OVatWvVDQrN8+XLWE5pDhw6BiLB9+3bW2mQDvQ0eASDh/Xu8MjLCMxMTlYohB8yd+7VeX/v2GsvABqq8uG+lUnh16/b1sMa32aAQc3NIW7fGs+PHNV5WTEtLQ4MGDVCiRAm9u2tTFdjUwyeHDiGVCN4VK6r03O+//w4DAwP4+flpLAMbKDsmmQlNo0aZCU0qywnN69evYWNjA3d39wLtuNnUwy1btoCIcPjwYaWf+fLlC+rVqwdnZ2fEaFiijC2UHZPU1FScO3cOI0aMgKOjI4gIhQoVwoABA3DixAlW9m8fP34cRIQNGzZo3BafYSt4VLdywsuXL2FtbY1ffvmFN++7smMSHR2dY0IzZcoU1hKasWPHwsjICIEsHhTWFL0OHgHgxenTSCLCDRcXpQKnMG9vxIpE8Hd05LTguCqo++J+fvkSvqNGwa9YMSR8CyTfGhjAq2ZN3FuzRu1lxbCwMM7KgPAFtvXQZ+BAgOjrDUVKoHBK69evZ6V/NlB3TEKvXYO0a9ccE5rnJ0+qndCcPXsWRIQVK1ao9bw+wKYeKionWFhYZJa9yQ8+OiV1xkQul8Pf3x+zZs1ClSpVQEQwNjZGx44dsX37drx//15teSZPnsyrJI8L2CxLo2rlhJSUFNSsWRNly5ZFXFycxv2zhTpjkpKSgnPnzmH48OGsJjSKJK9UqVK8SfL0PngEAN/RowEiePfrl+fnUmNj8djUFG8NDBD7+jVr/WsKGy/ul/h4BC5eDO/KlRHxbVnxs0gEX2dn+E2ejAQVjef3ZUBSYhMQMHsFAt06IKhmEwS6dUDA7BVIidXP/UBc6KFPuXJIJsKz48fz/Nzz5895uRzGxpjEPH+ec0JTqxaC1q1TOaGZOXMmxGIxvLy8AAh6mB+JiYmoXLkyKleunK+jOnjwIIgI27ZtY6VvtmBjTF6+fIm1a9eiWbNmEIvFICLUrVsXS5YsQXBwsErvnWJ7SfHixREdHV3gdBBgv6ahonLCkCFD8v3ssGHDYGJigvv377PSN1toOiaKhGbmzJk/JDQ7duxQ+WR6aGgo7Ozs0LFjR8jlcp3rYYEIHgHAu0oVfCHC4/37c/9MpUpIJcKTQ4dY7VtT2H5xGbkcj/buhbRJEzw1McncJxlYqBC8+/RBhJL10xYuXAiJSIzznfoiycgUDBFkInG2/5OMTOHnMQ6ydH7M4ioLF3qYEhODpyYmeG1oiLhc7gxXbMQvX7484uPjWeubDdgek9wSmhulSyud0GRkZKBFixZwKlIEXr2GC3qoBI8fP4a5uTn69u2ba5D06NEjmJmZ8XIjPttj8unTJ+zbtw89evSAhYUFiAguLi6YNGkSpFKpUsuK4eHhcHRwwPbqTQqcDgLcFMRWVE7YtWtXrp/Zs2cPiAh79uxhrV+2YHtMckpo6tWrh6VLlyqd0Pz333+QiMQ43LSLzvWwwASPX+Lj8cjMDGG5zCreGDkSIILPgAGs9ssGXFeyf3fjBrx+/RV3bW0zlxUfmZlB2rIlnh45kuuyYvqXNFx0qQnm2zO5/WOIcKd+a70ymlzpYejVq4gjgl+xYj+MK8MwGDhwIMzMzBDM8u00bMDlzR6ZCU3jxtkSmtv29l8TmjyWTd+/C8eZEpUFPVSBw4cPg4iwdevWH37H9xIgXOphamoqLly4gFGjRqFo0aIgItja2qJ///44evRorierZekZuFmjSYHUQYA7HzRixAiYmJggKIeKJvfv34eJiQmGDRvGap9swaVfViQ03bt3h7m5udIJjSw9A9cq1uWFHhaY4BH4GiR9FokQ4OCQbT/js+PHkUwEn7JltVZ4WxW0eQ1S7OvX8B0zJvOkOojwTiKBV/XquLtyZbbC634e4/JV0qzK6uehP3dkc6mHt6ZP/3ogq2vXbD//66+/QETYn8fsuC7R5rVwYd7eSic0gh6qx/jx42FkZJTtphZF8WFLS0veFh/Wlh7K5XIEBgZizpw5qFatGogIRkZGaN++PbZu3ZqtUHpB1kGAOx+UW+WEuLg4lC1bFjVr1uTtjVLa8suKhGbkyJFwcnLKltAcO3YsW0LDJz0sUMEjANxesOCr427bFgAQ/+4dXhsa4qmKJ7K1ia7u0ExLTMSdZcvgVa0a3kskABHiiOBbqhSko8chychEKSVV/Es0MtWbfT9c66HU1RXpRHjwbebn7t27MDY2xqhRozjpjw10dadwTglNmIEBvGrUwK3FSwU9VBNF5YSSJUtmVk7YtGkTiAjHjh1jvT+20JUevn79GuvXr0fLli0hkUhARKhTpw4WzZ6HJMOCq4MAtz5IUTmha9euYBgGDMOgW7dusLa2xqtXr1jvjy104Zflcjlu376dY0Kzec16XtnCAhc8AoC0cWPIiHB31Sr4FSuGOCK8uXyZs/40RVfBY1YYuRyPDxyAtFkzPDE1RUDx/JcJc8p0Ambrx8lYrvUwIzUV962sECEW46WfH5ydneHq6oovX75w0h8b6MppZ+VLfPzXhKZqVbyXSAQ91BBF5YQOHTrg5s2bMDQ0xKRJkzjpiy34oIefP3/GgQMH0KtXL0woXaNA6yDAvQ/KWjlh1apVICJ4enpy0hdb8MEvv3r1CuvXr0eLFi0wpkQVXumhmAogTa5do/t2dlRu2jRq+P49PZk2jZzbtNG1WLxGJBZTpX79qLmXF1VMSSE4FiFGpJp6yEViEnt7cSOgnmFgYkKO3t4kIaL3TZtSQmwsHTt2jIyNjXUtGq8xtrKiOjNnUrPgYHJKTyd5oUKCHmpAiRIl6ODBg3Tx4kXq0KEDubq60ooVK3QtFu+xtbWlfv360ZEjR6i/kxPJBR3UiM6dO9PMmTNp1qxZNGPGDJoxYwa5u7vrWize4+LiQhMnTqTr16/TwOLFeKWHBTJ4lBgZkXzcOLIgog9iMdVZsEDXIukdxjIZScCo9IwEDBkkJXEkkf5RpGZN2tehA7nJZLSzaFFydnbWtUh6hUgsJlMRCXqoIa1atSIXFxdKSEigcePGkZGRka5F0isMU5LJQNBBjRkzZgxJJBIyMDCgsWPH6locvcMoNZVXelggg8ePjx5RiSVL6LmJCdkzDN1s2lTXIukVYWFhFCtnSKZGliOzsOBIKv1DKpXSjP/+o10uLvTrkyd0e948XYukNwCge/fu0aeMDEEPNWTJkiX0P/bOOjqK83vjz+7GEwLBg7sWdwlailvx4i7FoUCBthT90uIUKKVQvDgN7kmIQIIECO4QIASJ+8rz+wM2vwQiKzO7mzCfczg5J5l537vDs3PvnXnfex89eoTatWtjwoQJCA4ONrdJWYbEqCjEKlUGPfGRNPj/qFQq9O/fHzlz5oSLiwv69esHlUplbrOyDOHh4YgkLOpemO2CR3VSEoLd3KAAkNPXF35duqDZlSu4OG2auU2zWLSOes6cOahRowaKFy+OA5GRBj3x0TRtJo6RWYxXr16hd+/eaN68OQbfvg3/AgVQbv58BJ8/b27TLJakpCScOnUK33//PYoVK4ZatWrhSFy8pEMjOHnyJH799VfMmzcPx48fh729PXr16oWkpCRzm2axRDx5At8xY3ChaFEk5swJ68hIyCUNGsVPP/0Eb29v7Nu3D3v37oWvry9mzZplbrMsmidPnmDFihVo0aIF8uXLhz3v31vWvVCUlZQZIPou10aNqAIYuHw5yQ8bQfyKFLHoTTPmWJibmJjIkydPcsyYMSxSpAgBMGfOnOzTpw937drFkGfBFrWzS2jE1GFSUhIbN27MwoULMzQ0lOSHHcXPrKx4y8GB8SlKVlgS5tiokHJjQo4cOQiAxYsX5/jx43n27FlGvnkv6dBAnj17xjx58iR3pCBJf39/Wltbc8KECYLPJxTm0OFzLy96du2aqsWmtnTUja3bs7UGSXF9kLu7OwHwt99+S/7dkiVLCID//fef4PMJhan9snan9axZsz7bab1u3To+un3PonSYrYLHgF9+IQF6tG6d6vfacj33LLRcj6lEGhYWxh07dqTpqM+cOcOkpKRUx1tSTSmhEVOHU6ZMoZWVFX18fFL9/s7OnYwH6FWxouBzCoGpnPaTJ0+SdxBqS6LUrl2bc+fO5fXr1z/rtCDpUH8SExNZr169NHvh/vHHHwTA3bt3CzqnUJhCh2qlkrc2b6ZH48a892nR+j59PuvClZ01SIrngx49esScOXOyS5cuqb7XGo2G3377LXPmzMmHDx8KOqdQmMIvp6zxmLJoff/+/T+r8Uhalg6zTfCYXoFwLfcPHGAMQO/SpS2uULiYIn3y5AlXrlzJFi1a0MrKisDH2mXpOOqUvH4VwsNSZw+92L9/PwFw2bJlaf79/IABJPCh45GFIdY1yagY87p16xgcHJzh+Z7nzvG/QhUkHerB2LFjPysQrkWj0bBPnz50cnLinTt3BJ1XCMTsQhbw66/0qljx83aZkydn2C5TlaTkuYp1s6UGSXF8UHx8PGvUqMHSpUunKhCuxdILhYvll1N2l0nZLnPSpEmZtstMjImlX5GKFqHDbBE8alsTPkunNaEWn1GjSIBe/fsLNrcQCClSjUaT7KirVq2aylGvXbs2U0etRaVSsXXr1syfNy89eg5n9Mc+msqP/TO1P6OzaD9XMXR4//59Ojs7s3v37ukG5Rq1mufLlGEswHv79gk2txAIeU0SEhLSbQOXVkadHiEhIXR1dWWzJk3p2+97SYc68O+//xJIuzWhlujoaFasWNEiWxQKeU3e379P75Ej6Ve4MKM+OtZnVlb0rFGDgcuXUxkfr9M4Z86coZVcwZ2NO2Q7DZLiBErDhw9PtzWhluvXr9Pe3p5Dhw4VbF6hEPKaPHz4kEuXLmXTpk2T37Zo+1rfvHlT5/7yHm5uTISMp5p1NrsOs0Xw6FWpEuN1/E/W51hTYaxIExISePz48XT7tUZGRuo95pw5cyiTyXjq4zrRuPAo+s9azEuN2zKwuhsvNW5L/1mLs9S6npQIrcPY2FhWrVqV5cqVy/R6x759y7t2dnxsbc1IHYN5U2DsNXn//j23bt3K7t27J2fUJUuWzLRfa3oolUo2a9aMBQsWZEhICElJh5lx+/ZtOjo6sm/fvpk6JH2ONSXGXpOnZ8/So3NnBubMmbx+McjRkR6tWvH+gQN6v3l68eIF8+XLx2+++YYqlSrbaZAUPnjcvHkzAXDjxo06H7tp0yZB5hYKY66JWq3mxYsX+eOPP7JSpUoEQFtbW7Zr147r16/nq1ev9B4z4NdfPyzLa9WKpPnvhVk+eNT3aWJ8eLhOTylNiSEizchRnzt37rP1i/pw4sQJymQyzp071+AxLB0hdajRaDho0CDa29vzxo0bOp3z5NQpRgD0K1zYYpZRGHJNHj58yGXLln2WUc+fP59BQUFGBSUzZsygQqGgl5eXwWNYOkLq0JCnidqnlOvWrTN6fqHQ95qolUoG/f03PRo04H1bWxJgPMCAfPno1bcvQ4y4tklJSWzYsCGLFCnCtxa4Xl4ohAwer1+/Tjs7Ow4ZMkTnc4YNG5bpU0pTo+81iYuL4+HDhzl8+HAWLFiQAJgnTx4OHDiQ+/fvZ3R0tMG2BPv48H0Gy/LMQZYOHu8fOMBYA9YxatdHXixQwCL+I3QV6aNHj7hs2TI2a9ZMcEet5fnz58yTJw/btm2bvEMzOyKkDjds2EAA3Lp1q17nXfjhBxKgZ5cuRtsgBLpcE21GPXPmTFauXPmzjPplBuvG9OHQoUP8dIdmdkQoHaZcx3j37l29ztWuj7x06ZJRNgiFLtck7v17BvzyC70qVODrj+sX38tk9C5Vihd++IHRH59UG8ukSZNoZWXFCxcuCDKepSJU8GjoOsbM1keaA12uydu3b/nPP/+wS5cudHBwIACWKVOGU6ZM4fnz5/V+25IWCZGRvOnoyOcW9MCLzMLBo3YH9V0Dd1CntzPbHKQnUrVaTX9//zQd9Z9//imYo9ai3aFZrFgxvnv3TtCxLQ2hdHjlyhXa2tpypIEbYDxq1WISwOsZrE8zFeldk/j4eB45ciRVRp07d24OGDDA6Iw6LR49esRcuXKxc+fOFvU6VQyE0qF2B/WePXv0PjflzmxL+N6nd03e3b1L72HDeMHVlTEfX0c/sbamR61avLZqlc7rF3Vl7969BMCVK1cKOq4lIkTwaOwOau33/tOd2eYivWty//59/v7772zcuDHlcjllMhkbNGjARYsW8fbt24Lb7vnVV0wAeHvbNkHHNZYsGTxqazdGwrjajdqakFeXLjV4DCFIKdL4+HgePXqUI0aMoKurq+iOOiXjxo2jtbU1/f39RZvDUhBCh2FhYSxZsiRr1arFeAMdV1JsLK85O/OVXM43N28abIsQpLwmb9++5ebNm9m1a1c6Ojqmyqi9vLwEyajTIj4+njVr1rSoJxBiIoQOL168aHTtRm1NSEt445Dymjw5dYoe7dvzmrMzVQDVAG84OdGjdWs+cHcXbcnHvXv3mCNHDvbs2dMiAhmxESJ4XLp0KY2t3ah94/D7778bPIZQaK/Jza1b6evry+nTp7NChQoEQDs7O3bs2JEbNmxIXo8tBj5jxnxYlvfdd6LNYShZMnj07NqVBD689jMCVWIir7i48I1MZtS6GGPxX7eOBDiidu1kR126dGlOnjxZVEedEu3apzVr1og+lyVgrA7VajU7depEFxcXPjbyVULIlSsMlct5xcWFqsREo8YyhoMHDxIAa9SokZxR169fn4sWLeKtW7dM4kR12aGZnTBWh2/fvmXRokXZoEEDJhqpHe1a53nz5hk1jjGolUoemTWLiwDet7YmAcYBvFigAM8PGMDQ69dFtyEmJoZfffUVK1SooHNVgKyOscGjt7c3FQoFp02bZrQtlrDWOTY2ltsnTyYBNv1YEzlfvnwcPHgw//vvP5NUKHjw338fyguWKmUx6+JTkuWCxxt//skkgB61agliz5ubN/lKLuc1Z2cmxcYKMqYuPHjwgEuWLKGbmxtrfnwF07NMGS5cuNBkjlqLdtfld99990Vk2aTxOvzf//5HADxy5Igg9gQuX04VQI9GjQQZTxfUajX9/Pw4ffp0VqxYkQAIgG5ubqJn1Gmhzw7N7IIxOlSr1WzdujXz5s2rcwmuzPjll18ok8l4+vRpQcbThdi3b3lx5kyeL1eOb2QyEuAbgKeLFuXFGTMY87FLkynQaDTs378/HRwceNPMbwJMiTHB4+vXr+nq6somTZoI8qBDqVSyefPmqaosmILQ0FBu3LiRnTp1or29PWt89Ms/tW9PHx8fqlQqk9kS9fIlH9nY8L6trUU2NiGzWPAoVqB3fe3aDwFp7dqCjfkpWkc9Y8aMZEdtZ2fHDh06cM3QoSbpMJMW2h2alSpVsrh6b2JijA49PDwol8s5c+ZMQW3yaN2aBD6sxxWJuLg4Hjp0iEOHDmX+/PkJgHnz5uXgwYOTW4aZsi2cFkN2aGYHjNHhr7/+mqqclhCoVCp+8803ggakafHm5k2eHzSIFwsWZOxHJ/3Y2poederw8PTplJtJh3/++ScBcMeOHSaf25wYGjxqA70CBQoYVH4mPbT1XZs2bSrqm7c7d+5w8eLFbNiwIWUyGWUyGRs1asTFixfz7O+/m8Uva9Rq+hYtykiAj0+cMOnc+pBlgkexXzF7dO784VW4AI/dtWgd9bBhw1igQIFkRz1o0CAePHgwOVgzR29r8v93aDo6OlpkpwkxMVSHr169YoECBdiiRQvBM1G1Ukn//PkZJpMx2NtbsHFDQ0O5adMmdu7cmfb29gTAcuXK8YcffqC3t3fy5zBHT2Hy/3doVqtWzSI7TYiJodf85MmTopXT0r4Kb9iwoVElvz7l0bFj9Gjbltdz5KD64/rF6zly0KNtWz46diz5OHPp8PLly7SxseGYMWNMOq8lYKgP+vHHH6lQKOjp6Sm4TefPn6dCoeD06dMFG1OlUtHb25tTp05luXLlCID29vbs3LkzN23axNAUT7nN5Zc9u3UjAfpNnmzSefUlywSPHo0bi7q5RaNW069wYUYYuQnnzZs33LRpU6qt+2XLluXUqVNTOeqUmEuka9asIQDu2rXLpPNaAoboMCkpiW5ubixUqFCqm4yQhD9+zGdWVrzl4MAEA4q7a7l79y5/++03NmrUKDmjbtiwIRcvXpxuKRdzOG3tDk1nZ2c+ePDAZPNaCoZcc1OU07pw4QKtra05ceJEg8dQJSby+tq19KhTh48/rl+MBXixYEGeHzQo3Q1i5tDh+/fvWaJECdapU4cJCQkmm9dSMMQHaTe3LF68WDS7fv/9dwKgu7u7wWPExMTw4MGDHDRoEPPmzUsAzJ8/P4cOHcpDhw4xNp23mObwy0EbNjARoEfNmiab01CyRPCYXFn9m29EtMzw8j8ZOWpdnuiZQ6T+/v60trbmuHHjTDanJWGIDn/44QcqFAr6+PiIaNkHPcQD9KpUSedzVCoVfXx8+MMPP7B8+fKpMuqNGzfqFOyaw2lrd2gePHjQZHNaEvpec1OW01q1apXe5X9iQkN5ccYMni9b9v/XL8pkPF+uHP1nz9bpvmpqHarVarZv3565c+fm06dPTTKnpaGvD3r8+LFJymlpNBp27dqVOXPm5KNHj3Q+LyQkhBs2bGCHDh1oZ2dHAKxYsSJnzJhBPz8/nZIuU/vlt7dv86VCwes5cph0/4WhWHzwaOrK6vf27WMswPNlyqS7w0nrqKdNm5bKUXfq1IkbN27k69ev9ZrT1CJ99+4dixUrxvr16xu9QzOroq8OtTuRl5qorJNX//4k8KGDUjrExsbyv//+4+DBg5kvX75UGbW7u3u6GXV6mNppa3do/mBk1YSsjL7XfPz48SYrp6XRaNi7d+9MC4+/CQri+QED6J8/P+M+rl98aGNDj3r1eGP9er0rCJhahwsWLKBMJuOxFK/OvzT08UHaclqlSpUySTkt7bKWGjVqpFsSTaPR8NatW1y4cCHr169PmUxGuVxONzc3LlmyhPfv39d7XlP6ZVViIi/nzs03MhlfWUix/syw6OAxITKStxwcTF5Z3XvkSBLg+QEDkn+XlqPOly8fhwwZYpCjTokpRapWq9mmTRvmzZuXz58/F30+S0UfHT548IDOzs7s1q2byXaja9RqepcuzViA9w8cSP7969evuWHDBnbs2DE5o65QoQKnT59OPz8/o9ZhmtJpC71DM6uizzXftWuXyctpRUdHs0KFCqlaHmrUaj5wd6dH69a84eRENUAVwGvOzvRo397oRf6m1OGZM2col8v5008/iT6XJaOPDxoxYgRtbW159epVE1j2gWvXrtHOzo7Dhg1L/p1SqaSXlxcnT57MMmXKEAAdHBzYtWtXbt68mW/evDFqTlP6ZY8mTagCeCULddSy6ODRq3Jls1VW96pYkfEA1w4fnqaj9vX1FWzDhClFKsYOzayIrjqMi4tjtWrVWLZsWUYasQbREGLfvuU9Ozs+srLiwh9/ZIMGDVJl1L///jvv3bsn2Hymctpi7dDMiuh6ze/cuUMnJyezlNO6desWnR0cOLl2bXrUqsUnH9cvxgC84OpK76FD+fb2bcHmM5UOX7x4wXz58rFVq1YmLcNiiejqg7Zs2UIA/Pvvv01k2f/zzz//EAC///57DhgwgHny5CEAFixYkMOHD+eRI0cMbtaQFqbyy5fmzaMaoMfXX4s6j9BYwULxHTMGTW7dwvm+fdGkXz+TzEkSd+/exaFDh3DUyQnLAXyzYQMO1K6NefPmoVOnTihXrpxJbBGD06dPY86cOZgzZw5atWplbnOyBN9//z3u378Pf39/ODs7m2ROtVoNPz8/uLu747KLCw6FhKDM//6HAp06YdOmTWjfvj3y5ctnElvE4JdffoGXlxfOnTsHV1dXc5tj8cTExKBbt24oVqwY/vrrL8hkMtPM+/o1bi5bBtX+/XgcF4c8ly/jtUyG++XL422vXvhq/HjUz53bJLYIjVKpRK9evWBjY4MdO3ZAoVCY2ySLJygoCKNGjcLgwYMxdOhQk80bEhKCQ4cO4dChQ5DL5VizZg1Kly6NkSNHolOnTqhTpw7kcrnJ7BGSlxcuoNTPP+Ny/vxocvy4uc3RC4sMHh+6u6P6unXwKVUKblu3ijpXSkd96NAhPHjwAA4ODmjdujWutGyJHosXY/6LF6gzcSLkVhZ5uXQiODgY3333Hb755hvMnj3b3OZkCTZu3Ih//vkHW7ZsQZUqVUSdKyYmBqdOncKhQ4dw5MgRvH//HgULFkTHjh1x+P179D1wAPnlcjQdNEhUO8TmyJEjWLhwIf73v/+hadOm5jbH4iGJkSNH4vnz57h06RIcHR1FnS/02jXcW7IE9qdOocrbt6gP4IGtLYIaNMBJOzss9/GBz7ZtqF27tqh2iM2MGTPg7++P8+fPZ+lEzFRERkaiW7duKFeuHNasWSPqXCRx69atZJ8cEBAAuVwONzc3LFy4EFu2bIFSqcS0adOQM2dOUW0Rk8SoKIS3agWNQoGyfn5ZL74w9aPOzF5JaCur39Nzx7M+xMTE8MCBAxw4cGDyo+8CBQpw+PDhPHz4cKpacwG//PJhp3ebNqLYQor/eDwxMZH169dn0aJF+dZCq9Wbmsx0ePXqVdra2nLEiBGi2fDq1SuuX7+e7du3p62tLQGwcuXK/PHHH3nx4sVUOwI9atViEsAbf/4pmj1ivy7U7tDs1KnTF9PJKDMyu+Zil9PSqNW8f+AAPVq1YpCjI/lx/WJgzpz06NyZT8+eTT42ISGBdevWZfHixfn+/XtR7CHF1+G+ffsIgCtWrBBl/KxIRj7IFOW0lEolPTw8OHHiRJYqVYoA6OTkxO7du3Pr1q2pKgs8evSIOXPm5LfffivqfURsv+xZpQoTAN7askWU8cXGooJHMSurv3r1in/99VcqR12pUqU0HfWneDRs+OGGuny5oDZpEVukptyhmVXISIfh4eEsVaoUa9asKegaGo1Gw5s3b3LBggWsW7cuAVAul7Np06ZcunQpHz58mO65SbGxvObszFdyebr18YxFTKdt6h2aWYWMrrlY5bSU8fEMXL6cnjVq8KmVFQkwGqBf4cL0HjmS7zPYmfr06VPmzp2b7dq1E63GpJg6vHfvHnPkyMGePXtKCUwKMvJBy5YtE6WcVlRUFPfs2cN+/frRxcWFAFioUCGOGjWKx44dy/De6+7uTgBcsmSJoDalREy/7DNmDAnQq08fwcc2FRYVPHp++61gldVTOup69eolO+omTZpw6dKlemVQ2u42oXI5XwcGGm3bp4gpUu0OzT/++EPwsbMy6elQo9Gwc+fOzJUrFx8LsMNfm1FPmjQpOaN2dHRkt27dPsuoMyPkyhW+kcl4xcVF7/InuiCm0zbHDs2sQHrXXOhyWlEvX9Jv8mR6lyzJsI/1F0PkcnpVrMiAX39lvB4B/fHjxymTyTh//nyj7UoLsXQYGxvLKlWqsHz58oyKihJ07KxOej7Ix8eHVlZWnDp1qiDzvHjxgmvXrmWbNm1oY2NDAKxSpQpnz57NgIAAvRKS6dOnU6FQ8Pz584LY9ili+eUH7u6MAehdsmS65QCzAhYTPN5Yv/5Df2kjKqsrlUp6enpy0qRJLF26dCpHvWXLFqOK6qbsq60U8GkUKZ5ItTs0+/TpI2XZn5CeDhcvXkwAPHz4sMFjR0VFce/evezfvz9z585NAHR1deXIkSMzzagz4+rSpVQB9HBzM3iM9BDLaZtzh6alk9Y1V6vVbNu2rdHltF5dukSvPn0YkDcvEz7WX7xnZ0ePxo15a/Nmo+rm/vzzz5TL5Txz5ozBY6SHGDrUaDQcMGAAHRwceFOkJ/dZmbR8UGhoKAsVKkQ3NzeDy2lpNBpev36dc+fOZa1atQiACoWCLVq04IoVK4xK0JVKJZs2bUpXV1eGhIQYPE56iOGXo16+5EMbG963tWWMSF3KTIVFBI/GVFaPiorivn37RHHUn3J9zRoqAXrUqSPYmKQ4Io2JiWGlSpVYsWJFRkdHCzZudiEtHXp6elIul/PHH3/Ue7yXL19y3bp1gmTUmeHRqhUJfOi8JCBiOO0bN27Q3t6egwcPFmzM7ERa13zu3LkGldPSqNW8t3cvPVq25C0HBxKgEuDVXLno2bUrn3l4CGa3SqXiN998w3z58vHFixeCjUuKo8O//vqLALjdxC1gswqf+iCVSsUWLVoYVE4rKSmJZ8+e5fjx41miRAkCSF4qsH37doaFhQlmd0hICAsWLMhmzZoJXi9WaL+sUavpW6wYI4FUvdyzKiYLHuPCo+g/azF967Tgcdey9K3Tgv6zFjM69J3eldW1jrpt27apHPWsWbMEd9Sf4tGpEwnw4owZgo0puEg1Gvbt25eOjo68LWD9texAejp8cvcBCxQowObNm+t0E9Jm1PPmzWPt2rWTM+rmzZtzxYoVerXS0he1Ukn//Pn5XiZjsICtEoV22pGRkSxbtiyrVq1qVBH97Eh6Ojx60J0ymYy/6pgYJMXG8uqSJfSsVo3PP65fjAToV6QIfUaPFrW5wps3b1ikSBE2atSISUlJgo0rtA6vXLlCW1tbjsqgW9OXilaHftXcGOhaln7V3Og/azFnTZ1OuVxODx0TjsjISO7atYvfffcdc+XKRQAsUqQIx4wZw5MnT4raL9zLy4sKhcKgpD8jhPbLnt27C7YszxIQPXhUJSnp138sY2zsqQGokslT/Yy2tqNf0a8YsOh/6Y6h0Wh448YNzps3j3Xq1EnlqJcvXy6qo/7MFrWafoULMwLgU4Fe2Qgt0rVr1xIA//33X0HGyw7oosOlpWvyZXD6T1G0GfWECRNSZdQ9evQQPKPOjPDHj/ncyoq3HByYIFDxciGdtkajYbdu3UTdoZkV0UWHf1ZrwqSE9Nc5RgYH03fiRPoUL87wj+sXXyoU9PzqK16aP18wPeiCn58fraysOGnSJMHGFFKHYWFhLFGiBGvXri1qAJPV0EWHu5t2oiop/UT6+fPn/OOPP9iqVStaW1sTAKtXr86ff/6ZV65cMelSqd9++40AeOjQIcHGFNIvB23YwESAnjVqCGCZZSBq8KhKUvJyva+p+bjeJr1/GoCX632dSqgpHXXJkiWTt+5rHbWYpSIyIzI4mI+trXnXzo5xAtghpEgDAgJoY2PDsWPHGj1WdsEYHUZGRnL37t2pMurChQtz9OjRPHHihFkd0u1t25gA0KtyZUHGE9Jpa3doHkjRWvFLxxgdvrx4kZ49evBSnjxM/HjcXTs7ejRpwtvbtpl14f3KlSsJgHv37hVkPKF0qFar2aFDB7q4uPDJkyeC2JYdMFSHGo2GV69e5Zw5c1ijRg0CoJWVFb/++muuWrWKT58+Ndtn0mg07NKlC3PlyiXYwySh/PK7u3f5wsBleZaMqMGjX/+xmQo0pVC9+4zi7t272bdvX4tz1J9yb98+xgI8X7as0WMJJtKPOzTr1asnyA7N7IK+OvToMYxr1qzhN998k5xRV6tWjT///DMvX75sUZuPvPr2JQH6jB5t9FhCOW2hd2hmF/TV4dnWPenRrBlv29uTAJMAXnFxoWe3boIuVzAWjUbDnj17MkeOHIK0yxRKhwsXLiQAHj161GibshP66vBo++/4/fffs2jRogRAZ2dn9u7dmzt37rSoslvh4eEsXbq0YCXWhPDLqsREXsqTh29lMr4KCDDaJktCtOAxNiyCMTZ2OglU+y/a2o4OChtWq1aNP/30k8U56k/xHj6cBHh+4ECjxhFCpNodmnny5OGzZ8+Msic7YagOnW3t2bJlS7Nn1JmhUavpXaoUYwA++O8/o8YSwmkLsUMzO2KoDkMUNvQtVoy+Y8cywoJ1GBUVxQoVKvCrr75iTEyMUWMJocNz585RLpdz9uzZRtmS3TBUh+WKl+TYsWN5+vRpi34wERgYSDs7Ow4fPtzosYTwyx5Nm1IN8MrixUbbY2mIFjz6z1qsc3aTKtue+LNYJomCV4UKjAd414gOEEKIdN68eZTJZDwhcHH1rI6hOvT+QZwadmIQ+/Yt79va8pGNDaNevjR4HGOdtjE7NLM7hurwwvQF5jZdZ27evEkHBwf279/fqKTfWB2+fPmS+fPnZ8uWLalSqQy2IztiqA79Z2Wd4Gfjxo0EwM2bNxs1jrF++dL8+VQD9GjZ0ig7LBXRuonLPT2hkek3vFomh/PlSyJZJA51L1zAE3t72PXrh8hnz8xiw5kzZ/Dzzz/j559/RuvWrc1ig6ViqA7tLviKZJHwOOTNCyt3d+RNSkJQ/fqgRmMWO3755Rd4enpi165dcHV1NYsNloqhOrTy9RHJIuGpXLkyNmzYgG3btmHDhg1msUGpVKJXr16wtrbGzp07oVAozGKHpWKoDuVenuIYJAJDhgzBkCFDMHr0aNy4ccMsNry8cAElf/oJV/LlQ5MTJ8xig9iIFjxaxcZAQf2cmIIaKKKjRbJIHOxy5YLTiRPIqVbjrhkc94sXL9CnTx+0atUKP/30k0nnzgp8KTos2bo1bk2ejIbBwTjfo4fJ5z969CgWLFiABQsWoFmzZiaf39IxVIdWMTEiWSQO3333HUaPHo1x48bhypUrJp//xx9/xMWLF7Fnzx7kz5/f5PNbOl+KDv/44w+UL18e3bt3R2RkpEnnToqJQXirVoiXy1HmwgXIraxMOr+pEC14VDk6QW1AhvPo3Xu0bt0aa9asQXBwsEjWCUvRJk1wf/Zs1Hv9Gl4dOphs3qSkJPTs2RP29vbYsWOHlGWngaE6VL57D98SJeA3aRKiXrwQyTphabB0KTxr1kTDAwcQ9NdfJpv36dOn6N+/Pzp27Ihp06aZbN6shKE6fBIegYkTJ+LcuXNQKpUiWScsy5cvR7Vq1dC9e3eEhYWZbN4DBw5g6dKl+P3339GwYUOTzZuVMFSHz6OiMX/+fAQFBYGkSNYJh729Pfbt24c3b95gyJAhJrX5QsOGKBsbi6hNm+BSurTJ5jU1ogWPmmbNIDcgw4mtVx8ajQYTJ05EsWLFULNmTfz666+4du2aRYu27ty58GzQAG7Hj+PaypUmmXPatGm4fPky9u7di7x585pkzqyGoTp8XbAg8oaGouGKFbArWhSX8+aFV+/eeOXvL5KlwtDI2xt3cuRAnjFj8O7OHdHnS0hIQPfu3ZErVy5s2bIFcrlot5QsjaE6DC5TFvv27UPLli2RP39+9OvXD3v27EFUVJRIlhqPra0t9u7di6ioKAwYMAAaE7yNefDgAQYPHowePXpgwoQJos+XVTFUh/cKFcLixYtRtWpVlC5dGhMnToSHh4dFJzSlS5fGli1bcODAASxfvtwkc/qNH4+mQUHw79MHlQYMMMmcZkOsxZRx4VH67+qysWdc+IeG9eHh4dy5cyd79+5NZ2dnAmCxYsUseseXMj6eV3PlYqhczteBgTqfZ8jC3N27dxMAV69ebYClXw7G6jDYx4ee3brxiosLkz7+/ba9PT2aN+fdXbsssrH9q0uX+EYm4+XcuanS43tiyEaFkSNH0tbWllevXjXE1C8GY3So0Wh4+fJl/vTTT6xWrRoB0Nramt988w3XrFnD4OBgc3+8NDl27BhlMhkXLNBv04++OoyNjWWVKlVYrlw5RpqwQHpWxBgdJiQk8Pjx4xw9ejQLFy5MAHRxcWHfvn25e/dui73206ZNo0KhoLe3t17n6euXH7i7MxqgT4kSFukXhEa04JHUv56UX/+0C1snJiby9OnTHDt2LIsVK0YAzJkzp0XWmnoTFMQQuZyBOXNSqWOtKX1FevfuXTo5ObF3794WXcrIUhBKhxFPn9J37Fj6FivGiI/HBysU9KxShVcWL7aoArBXfvuNKoAeTZrofo6eTnvr1q0EwA0bNhhq5heFUDp88uQJV61axZYtW9LKyooAWLNmTf76668MDAy0qHvCTz/9RLlczrNnz+p8jj461Gg0HDhwIO3t7RkUFGSMqV8MQugwZUJTtWrV5ISmdevWFpfQKJVKNmnShK6urnz9+rXO5+njl6NDQvjQxob3bW0ZExpqjLlZBlGDR2M6KqSHRqNhYGAg58yZw5o1axKwnCr3Wq6tXk0lQI+6dXU6Xh+RxsTEsHLlyqxQoQKjo6ONNfWLQAwdJkZH8/KiRfSsUoUvFAoSYATwoSbfuHEWUZPP4+uvqQZ4ad48nY7Xx2kHBQXR3t6eAwcOtKhgxZIRQ4faNzS9evVK8w2NkD2nDUGlUvHrr79m/vz5+eJF+q0/U6KPDjds2EAA3Lp1q7GmfjGIocMnT55w5cqVbNGiBRUKRaqE5tq1a2a/R7x69YoFChRg8+bNdS7fpKtf1qjV9ClenFEAHx07JoS5WQJRg0fy/3toRn/soan82DtT+zPaxp5+/cfqJNC00PbXtLRuIB4dOpAAL+rQrF1nkWo07NevHx0dHXnr1i2hTP0iEFOHGrWad3bu/KwbyOXcuc3aDUStVNI/f36+l8l0skFXpx0ZGcly5cqxatWqjLWgp61ZATF1mJiYyFOnTqXqBqJ9Q/Pvv/8yIiJChE+UOW/evGHhwoXZqFEjnYJZXXV45coV2tracuTIkUKZ+sUgpg7DwsK4Y8eOVAlN8eLFOW7cOLMmNJ6enlQoFJw5c6ZOx+vqlz179CAB+gnY3z0rIHrwqCUuPIr+sxbzUuO2DKzuxkuN29J/1uLktWVCEBER8Vkf4iJFinDMmDE8ceKESddJatRqXihUiBEAn2byykZXka5bt44AuHPnTiFN/aIwhQ7T6kN8x97+Qx/i7dtNuh4m7OFDPrey4k1HRyZksiZJF6et0WjYvXt3Ojs78/79+0Kb+8Ugtg4z6kO8evVqk3eh8vPzo5WVFSdPnpzpsbroMCwsjCVLlmStWrUEaUX3pSK2DtNLaPr06WOWhGbx4sUEwMOHD2d6rC5+Oejvv5kI0LN6dSHNzBKYLHg0NUlJSTx79izHjx/P4sWLEwBz5MjBnj17cvv27QwLCxPdhohnz/jE2pp37ewY9/59usfpItJLly7RxsaG33//vRimSohExLNn9B0/nj7Fiyevk3ypUNDzq694eeFCJppg6cGtLVuYANDzq68yPE4Xp718+XIC4P79+4U2U0JEnj17xj/++IOtWrVKfkNTvXp1/vLLL7xy5YpJ3tCsWLGCALhv374Mj8tMh2q1mh07dqSLiwufPHkigqUSYqBNaH755ZfkhMba2pqtWrUyWUKj0WjYuXNn5sqVi48fP87w2Mz88ru7d/lCoeANJyeT3MctjWwbPKZEo9Hw+vXrnDdvHmvXrk0AVCgUbN68OVesWJGpiIzh3t69jAV4vmzZdI/JVKTv3rF48eKsW7cuExISxDJVQmSSYmN5dckSelarxuCP6yQjAfoWLUqfMWMYLqIOvb77jgToM2ZMusdk5rR9fHxoZWXFKVOmiGWmhAmIiIjgrl272KdPH+bMmTPVG5qTJ0+K9oZGo9GwZ8+ezJEjB+/du5fucZnpcNGiRQTAI0eOiGKnhGl49uwZV69ezVatWiVv/DJFQhMeHs7SpUuzZs2aGT61zsgvqxITeSlPHr6VyfgqIEAUOy2dLyJ4/JQXL15w3bp1bNOmDW1sbAiAVapU4ezZsxkQEEC1wK8VvYcNIwGeHzQozb9nJFK1Ws127doxd+7cJn/VJCEeGrWa9/bupUeLFrzl4JC8TvKKiws9u3ZlsJ5lJXSZz7tUKcYAfODunuYxGTnt0NBQFi5cmI0bNzb7JgwJ4UhKSuKZM2fSfEOzY8cOwd/QREVFsXz58qxSpUq662Uz0qGHhwflcjlnzZolqF0S5iWthKZo0aL8/vvvRUloAgMDaWtryxEjRqR7TEZ+2aN5c6oBXl60SFC7shJfZPCYkqioKO7du5f9+vWji4sLAbBQoUIcOXIkjx07JtiTPq/y5RkH8O6uXZ/9LSORzp8/nzKZjMePHxfEDgnL5FVAAL1692ZA3rxM+Ph6+56dHT0aN+atLVuoVhq2oSwlMaGhvG9ry4c2Nox6+fKzv6fntFUqFVu2bMn8+fPzZRrnSWQPNBoNr127xrlz57JWrVrJ6yRbtGjBlStXCvaKOCgoiA4ODunu1E9Ph9odsy1atNB5x6xE1kOb0IwbNy65NJ8YCc3ff/9NANyyZUuaf0/PL19euJBqgB4tWghiR1bliw8eU6JUKunh4cGJEyeyZMmSBEAnJyd269aNW7du5bt37wweOz48nLft7fnUyuqzMi7pifTMmTOUy+X8+eefDZ5XIusRGRxMv0mT6F2yJMNkMhLgK7mcXpUqMeDXXzPd+JIRj44dS35V/unGnfSc9uzZsymXy3nu3DmD55XIegQHB3Pt2rVs3bp18jrJqlWrcvbs2bx06ZJRrxW3bdtGAPzrr78++1taOkxKSqKbmxsLFSrE0C+kjp7E/yc0v/76qygJzeDBg2lvb88bN2589re0/PLLixf5TiZjQL58giT0WRkpeEwHjUbDoKAgLliwgHXr1k1eJ9m0aVMuW7aMDx8+1HvMZx4eDJfJeMHVNZXjTkukL168YL58+fjNN99IWfYXTFJsLAOXL6dnjRp8ZmVFAowC6Fe4ML1HjmSYATr0mzyZBOjZrVuq36fltI8ePUoAXLhwodGfRSLrEhkZyT179nz2hmbUqFE8fvy4QW9oRo0aRVtb28+SlbR0OHXqVFpZWdHHTGWvJCwDoROauLg4VqtWjWXLlv2sQ86nfjkxOppBjo4MVij4Xqo0IQWPuvLq1SuuX7+e7dq1o62tLQGwcuXKnDlzJi9evKjzOkn/2bNJgB7t2iWXSfCr5sZA17L0q+ZG/1mLGfnmPRs2bMgiRYrw7du3In8yiayCRq3m/QMH6PH11wxydCQBKgFezZWLHp0785mHh85jedaowUSAQRs2JOvQt04LHnctS986Leg/azHvXr9JFxcXdujQQfB1wBJZl6SkJJ47d+6zNzTdu3fntm3b+D6DyhIpSUhIYO3atVmiRAmGhYUxLlHFXQHP2G/tGebr9hP7rT3DXQHPuGvvAQLgsmXLRP5kElkJbULTt2/f5NJ8hQsX1juhefDgAZ2dndmtWzdqNJp0/fLpqjWYAPDW5s0if7KsgYwkDe2L/aUSExODU6dO4dChQzhy5Ajev3+PggULomPHjujcuTNatmwJOzu7dM8/V78B7F7FoGroIzgmxUMjk0NOTfLPWBs7rClYFm471qJh48Ym/GQSWYnXV6/i/rJlsD91ClXevoUdgAe2tnhZqxbyDhmCSgMHQm5llea5yrg43CxYEFEuJVDr9cO0dWhth79LfIV+PseQN38+0344iSwBSdy6dQvu7u44dOgQAgICoFAo4Obmhk6dOqFz584oVapUuuc/ffoUNWvVQpku4xFbpB5ik9SQA1CTUMhk0ABgUjwKx9zD+bU/wkohN9lnk8g6KJVK+Pj44NChQ3B3d8eTJ0/g5OSENm3aoHPnzmjXrh1y586d7vn//fcfunX9FruadUY7v5NwSON+GGdtB++qDdHqwkkorNO+r35JSMGjkahUKvj5+SWL9uHDh3BwcEDr1q3RuXNntG/fHnnz5k0+Xq1UIbBxG9QKOAtZBuMSwNV6X6O693FJqBKZEvP6NW4uWwbV/v2o9OQJcpN4LZfjfrlysO/VC1UmToRdrlzJx6uVKlyp1xJ1As9LOpQQjFevXuHw4cM4dOgQzp49i8TERHz11VfJgWTt2rUhl/9/AKjWED2WH8OVt4RMlpESgfZVXLGqdw0o5BkfJ/FlQxI3b95M9smXLl3KNKFRK1XwrNIALe5dlu6HOiIFjwJCEnfu3EkWrb+/P2QyGRo1apQs2nfzVqH+tj8yFGjyeAAu9h+LBltXi226RDZClZCAWxs2IHzLFpS8fh3FVSrEALjp6gpV+/aoOHUq7i/4Q9KhhKjExMTg5MmTyW9owsLC4OrqmvyGpkWLFljn8xwrzz7QecwJLcti0tflRLRaIrvx8uVLHDlyBO7u7jh79iySkpI+S2j8B02Q7od6IgWPIvL69WscOXIEhw4dwunTp6FQaRAqk8NRmaDzGDE29lCEhsI+Vw4RLZXIrlCjwaMjR/Bi7Vrk8fVF5ZgYxFrZQC7pUMKEaN/QuLu7w93dHY8ePYJjztzIP3IjNHJrncdxtFHg8qxWsLdRiGitRHYlOjoap06dgru7O44ePYqwsDCUKlwUN968le6HeiIFjyYiNjYWx0dPR7dta3TKbrQQwKVZi1F3/jSxTJP4gnhz4wb8x89GB6/Dkg4lzIL2Dc3ivefhFV8EyOR19acs/rYKetUpJpJ1El8KKpUKvr6+uLloDcac3CvdD/VEWn1sIhwdHVHi8WNoZPpdcrVMDrmXpzhGSXxx5K9aFa4qlaRDCbMhk8lQqVIl5CpfD3I91y/KZcCFx+9FskziS8LKygpNmzZFvZgY6X5oAFLwaEKsYmOgoEavcxTUwComRiSLJL5EJB1KWAIxiSpo9HzvpeGH8yQkhEK6HxqGFDyaEJWjE9QGZDgqJyeRLJL4EpF0KGEJONlaQd+N03LZh/MkJIRCuh8ahhQ8mhBNs2aQG5DhaJo2E8cgiS8SSYcSlkDD0nkMevLYoFQecQyS+CKR7oeGIW2YMSHxEdHQFMgPxyRpV5eE+ZB0KGEJxCepUWvBacQlqXU+R9ptLSE00v3QMKQnjybEPlcO3Og1DLpG6wQQ1GvoFy1QCeGRdChhCdjbKDDcLf3uM2kxzK2UFDhKCIp0PzQM6cmjiVErVbjm1hY1/c9IlewlzIakQwlLQK0hxu8KxNGgkEyPlTrMSIiFdD/UH+nJo4lRWFuhuvdxXOw/FjE29iAAlUye6meMjT0u9h8rCVRCNCQdSlgCCrkMq3rXwISWZeH48YmiNjbU/nS0UWBCy7JS4CghGtL9UH+kJ49mJD4iGkFL1kHu5QmrmBionJygadoMVaaO/uIfiUuYDkmHEpZAfJIah66/xIXH7xGTqIKTrRUalMqDTtUKS6+qJUyGdD/UDSl4lJCQkJCQkJCQ0BnptbWEhISEhISEhITOSMGjhISEhISEhISEzkjBo4SEhISEhISEhM5IwaOEhISEhISEhITOSMGjhISEhISEhISEzkjBo4SEhISEhISEhM5IwaOEhISEhISEhITOSMGjhISEhISEhISEzpgteExMTMT06dNRqFAh2Nvbo169ejh9+rS5zElm+PDhkMlk6NChg8nnvnfvHiZNmoSGDRvCzs4OMpkMT58+NbkdAHDw4EG0bt0ahQoVgq2tLYoUKYLu3bvj5s2bZrHnUyT9fM6BAwfQq1cvlCpVCg4ODihfvjymTJmCiIgIk9siaVl3JC1/jiVp2dL1Y0lIWv6c7KofswWPgwYNwrJly9C3b1+sXLkSCoUC7dq1g4+Pj7lMwuXLl7F582bY2dmZZf4LFy5g1apViI6ORsWKFc1ig5agoCC4uLhgwoQJWLt2LUaPHo3AwEDUrVsX169fN6ttgKSftBgxYgTu3LmDfv36YdWqVWjTpg3++OMPNGjQAPHx8Sa1RdKy7kha/hxL0rKl68eSkLT8OdlWPzQD/v7+BMDff/89+Xfx8fEsXbo0GzRoYA6TqNFo2KBBAw4ZMoTFixdn+/btTW7D+/fvGRUVRZL8/fffCYBPnjwxuR3p8fr1a1pZWXHkyJFmtUPST9p4eHh89rstW7YQADds2GBSWyQt64ak5bSxJC2nhaXox5KQtKw72UE/ZnnyuG/fPigUCowYMSL5d3Z2dhg6dCguXLiA4OBgk9u0bds23Lx5EwsWLDD53Fpy586NHDkst/F6/vz54eDgYJZXRymR9JM2zZo1++x3Xbt2BQDcuXPHpLZIWtYNSctpY0laTgtL0Y8lIWlZd7KDfswSPAYGBqJcuXJwdnZO9fu6desCAK5du2bw2AkJCejevTsuX76s8znR0dGYPn06Zs6ciYIFCxo896eEhYWhQ4cOePLkiWBjmtqWiIgIvH37FkFBQRg2bBiioqLQsmVLkazUDUk/uvP69WsAQN68ec1ui1BIWtYNScvC2mKJ+rEkJC1nTHbTj1mCx5CQELi6un72e+3vXr16ZfDYKpUKr169wjfffKOzWOfOnQt7e3tMmjTJ4HnTIikpCQ8ePEDz5s3x/PlzQcc2lS3169dH/vz5UbVqVezZswezZ8/G0KFDRbQ0cyT96M7ixYuhUCjQvXt3s9siFJKWdUPSsrC2WKJ+LAlJyxmT3fRjluAxPj4etra2n/1eu6A1owXRGo0GCQkJ6f6zsrLCf//9h+LFi6NVq1aZ7mi6f/8+Vq5cid9//z1NmzJCrVZnaEuuXLlw7NgxkESLFi3w8uVLvca3BFv++ecfnDhxAmvXrkXFihURHx8PtVot2ufQBUk/urFz505s3LgRU6ZMQdmyZc1qiz5IWpa0/CmWoGVL1I8lIWk5Y7Kdfsyx0LJy5cps0aLFZ7+/desWAfDPP/9M99zDhw8TgM7/KleunKEtbdq0YdOmTVP9TteFtatXr9bLFn0W6+q7yUBMW7SEhYWxQIECnDJlit7nComkn8w5f/487ezs2Lp1ayqVSrPaImk5fSQtZ44laVmLpejHkpC0rDvZQT9WMAOurq5pRushISEAgEKFCqV7bvXq1fHPP/9kOsfKlStx7dq1VIt3P+XcuXM4ceIEDhw4kKoGnUqlQnx8PJ4+fYrcuXN/toZDy9dff52pLRqNBr/++itevXqFIUOGZGq3oZjCFhcXF7Ro0QI7duzAkiVLDDXVaCT9ZMz169fRqVMnfPXVV9i3bx+srDL/mktaNg+SljPGUrVsKfqxJCQt60620I85ItapU6dSoVAwMjIy1e8XLFhAAHz+/LlR48+dO5dA6pIBafHPP/9kmlUsX77cYDs0Gg2HDRtGhULBXbt26XWu0OVNjLElJV26dKG9vb0gNhmKpJ/0efjwIQsWLMhy5crxzZs3Bs8thC1aJC2nj6Tl9LFELafEEvRjSUha1o+srh+zBI8XL178TAQJCQksU6YM69WrZ9TYb9++ZZ48ebhgwYJMj3327BkPHjz42b98+fKxdu3aPHjwIB8+fGiwLbdu3aKjoyO3bt2q97lCO1x9bQkNDf3sd0+ePGGOHDno5uYmiE2GIuknbUJCQliqVCkWKlRI8JqKkpbFQdJy2liSli1ZP5aEpOW0ya76kZGk8M8zM6dnz544ePAgJk2ahDJlymDLli0ICAjA2bNn0aRJE6PGfv36tVFb80uUKIGvvvoKR44cMcoOfW2JjIzE6tWrAQC+vr44ceIEpkyZgly5ciFXrlwYO3asyWwpUKAAWrZsierVq8PFxQUPHjzAxo0bERcXh7Nnz6Jhw4ZG2WIskn4+p3r16rh+/TqmTZuGKlWqpPpbgQIF0KpVK5PZImlZdyQtf44ladnS9WNJSFr+nGyrH3NFrfHx8Zw6dSoLFixIW1tb1qlThydOnDCXOakwVyX6J0+epPuYvXjx4ia15ZdffmHt2rXp4uJCKysrFipUiL179+aNGzdMakd6SPr5nPS0A+CzxeNiI2lZdyQtf44ladnS9WNJSFr+nOyqH7M9eZSQkJCQkJCQkMh6mKXOo4SEhISEhISERNZECh4lJCQkJCQkJCR0RgoeJSQkJCQkJCQkdEYKHiUkJCQkJCQkJHRGCh4lJCQkJCQkJCR0RgoeJSQkJCQkJCQkdEYKHiUkJCQkJCQkJHRGCh4lJCQkJCQkJCR0RgoeJSQkJCQkJCQkdEYKHiUkJCQkJCQkJHRGCh4lJCQkJCQkJCR0RgoeJSQkJCQkJCQkdMbK3AZ8ycRHRCNoyTrIPT1hFRsDlaMTNM2aocrU0bDPlcPc5kl8IUg6lLAE4pPUOHT9JfwevUdskgqONlZoWDoPOlUrDHsbhbnNk/hCkHSoGzKSNLcRXxpqpQoBQyeh6u6NcEiKh0Ymh5ya5J9xNva40Wso6m5cDoW1FN9LiIOkQwlLQK0hVp17gL+9HyM2SQ25DNAQyT8dbRQY5lYK41uUhUIuM7e5EtkUSYf6IQWPJkatVOGaW1vU9D+DjORHAFfrfY3q3sclxy0hOJIOJSwBtYYYvysQR4NCMj22fRVXrOpdQ3LcEoIj6VB/pDWPJiZg6KRMHTYAyADU9D+DgKGTTGGWxBeGpEMJS2DVuQc6OWwAOBoUglXnHohskcSXiKRD/ZGePJqQuPBIsGBBOCYl6HxOjI09FKGh0tozCcGQdChhCcQlqVB7wRnEJal1PsfRRoHLs1pJa88kBEPSoWFITx5NyM2l6+Ggh8MGAMekeAQtWSeSRRJfIpIOJSyBw9df6eWwASD242YGCQmhkHRoGFLwaELknp7QyPS75GqZHHIvT3EMkvgikXQoYQn4PXoPfZeNyWXAhcfvxTFI4otE0qFhSMGjCVHERkNBjX7nUAOrmBiRLJL4ElFER0o6lDA776NiodFz0ZSGQEyiShyDJL44SCLkXbikQwOQgkeRiYuLg7u7O4YMGYKn78OhMuCJj8rJSSTrJL4U3t68Ce+BAxFQoABU78OhlnQoYWJI4vbt21i0aBEaNGiAk0fcQY1+rwvlMsDJVtr1L2E4KpUK58+fx5QpU1C2bFl4nDou6dAAvuxPLxKhoaE4fPgwDh06hNOnTyMhIQEVK1ZEncpVoAi+pddYCmqgadpMHEMlsi3UaPDoyBG8WLsWeXx9UTkmBg0B3HR2xrNSxSB/eUev8SQdShiCSqWCn58f3N3dcejQITx8+BCOjo5o3bo16jSphUOv9dtwoCHQoFQekayVyK7ExMTg5MmTOHToEI4ePYr379+jYMGC6NSpE/LWa4Ydem6elnQo7bYWBJK4e/du8g3y4sWLkMlkaNSoETp16oTOnTujbNmyiI+IhqZAfmmXq4QoqBIScGvDBoRv2YISN26ghFKJWABBrq5QtW+PilOnIk/58pIOJUQlJiYGp06dgru7+2eOulOnTmjZsiXs7OwQn6RGrQWnpV2uEqLw6tUrHD58GO7u7jh79iySkpJQuXJldO7cGZ07d0bt2rUhl8slHRqI9OTRQLQZ9aFDh+Du7o6HDx/CwcEBrVu3xqZNm9C+fXvky5cv1Tn2uXLgQq9hqL/tj0zr6wEfCjQH9RqKBpLDlkiHmNevcXPZMqj270fFJ09QjUSoXI575crhba9eqDJxIurnypXqHEmHEkKjddSHDh3C2bNnkZiYiMqVK2PkyJGpHHVK7G0UGNaoBFadewjIdNuxMMyt1BftsCXShyRu3ryZ7JMvXboEhUIBNzc3/O9//0OnTp1QunTpz86zt1Ggd/V82OgfApmkQ52RnjzqgTajPnToEI4cOZKcUXfs2BGdO3dGixYtYG9vn+EYry5dxssu/VD71b1MO3ucLl0DLW77w8rGWtDPIZG1Cb12DfeWLIH9qVOo8vYt7AA8sLXFy1q1kHfIEFQaOBByq4zzwoAFC6FYuxU1ddDh+cr10TjQW+owI5EMSdy6dQvu7u6fOWrtE8a0HPWn/DhzFjbeUcOhglum8zUu5oCto5p/8Z09JP4flUoFb2/v5IDxyZMncHJyQps2bdC5c2e0bdsWefJk/HpZqVSieYuWeF6kJeQlamc8IYlvKuXDun51v3gdSsFjJoSEhCRn1GfOnEnOqLWvo+vUqfNZRp0eqoQE3CxYEPmiY/CoywDUPLILjknxUMvkUFCT/DPWxh4eLTqhy4k9WLZiOSZMmCDyp5SwZKjR4KG7O16uW4e8fn74KjYWagBBOXMiolkzlBw/HsVbtNB5vFf+/rBp0ACPcueGpm1vVNmzKV0dHqjZBCOvesLb1we1a2dyY5XI1qhUKvj4+CQvz3n8+HGyo+7UqRPatWuXqaNOyZEjR9CxY0csXPQ/2NXumqqnsFpDKOSy5J7C6tunobp2GFcuX0LOnDlF/JQSlk50dDROnDiRvH4xPDwchQoVSvbJzZs3h62trc7jTZ06FStXroSnlxcC4vKmq0N7Kxne++1FywJJ2Llju85PKbMtlEiFRqPhzZs3uWDBAtatW5cAKJfL2bRpUy5btowPHz40eGyPunWpBHht9WqSZFx4FP1nLaZf9SYMdC1Lv+pN6D9rMePCo0iSkydPppWVFX19fQX5bBJZB2V8PAOXL6dnjRp8amVFAowC6Fe4ML1HjuT7+/cNGjcxOpo3nJz4QqHgu7t3Sf6/Dn3qtORx17L0qdMyWYcJCQmsW7cuixcvzvfv3wv5ESWyAFFRUdyzZw/79etHFxcXAmChQoU4atQoHjt2jPHx8QaN+/jxY+bKlYudOnWiRqMhScYlqrgr4Bn7rz3DfN1+Yv+1Z7gr4BnjElV8+PAhc+bMyW+//Tb5eIkvh+DgYK5du5atW7emjY0NAbBq1aqcPXs2L126ZLAm9u/fTwBcsWJF8u8y0uGePXsIgH/88YdQHy3LIgWPJJVKJT08PDhp0iSWKlWKAOjo6Mhu3bpx69atfPfundFzXPzxRxKgR4cOn/3t9vbtJPDhZwqSkpLYuHFjFi5cmKGhoUbbIGHZRL18Sb/Jk+ldsiTDZDIS4Cu5nF6VKjHg118ZHx5u9Bye1aoxEeDNTZs++9uVK1cIgFeuXEn1+6dPnzJ37txs164d1Wq10TZIWDYvXrzg2rVr2aZNmzQdtbEaiI+PZ82aNVmqVCmGp6Hp9HT433//EQCXLFli1PwSlo9Go+G1a9c4d+5c1qpViwCoUCjYokULrly5ko8fPzZ6jvv379PZ2Zk9e/ZMM/hMT4cTJkygtbU1L168aLQNWZkvNniMiori3r17U2XUrq6uHDlypFEZdVo8PXuWEQAvuLpSk8aNN73gkSRfvnzJ/Pnzs2XLllSpVILZJGEZvLp0iV69ezMgb14mACTAe3Z29GjcmLc2b6ZaqRRsLt/x40mAnj16pPn39G6WJHn8+HHKZDLOnz9fMHskLIOMHPWKFSsEcdQpGTlyJG1tbXn16tU0/56RDqdNm0aFQsHz588LapOE+UlKSuKZM2c4btw4Fi9enACYI0cO9uzZkzt27GBYWJhgc8XGxrJKlSosX748o6Ki0jwmPR0mJiayQYMGLFq0KN++fSuYTVmNLyp4fPnyJdetW5cqo65SpQpnz57NgIAAUZ6qxL1/zzv29nxibc2IZ8/SPCaj4JEkz549S7lczp9++klw+yRMi0at5r29e+nRogVvOTiQAJUAr7i40LNrVz738hJl3kdHjzIKoG+xYmkmMGTGTpskf/rpJ8rlcp45c0YUGyVMh9ZRjx8/niVKlBDVUadk69atBMANGzake0xGOlQqlWzSpAldXV35+vVrUWyUMB0RERHctWsX+/Tpw5w5cxIAixQpwjFjxvDkyZNMSEgQfE6NRsOBAwfSwcGBQUFB6R6XkQ6Dg4OZN29etm7d+ot9qJOtg0eNRsPr169z3rx5rF27dnJG3bx5c65YsYKPHj0S3Ybz5coxDuDd3bvTPSaz4JEkFyxYQAA8duyYGGZKiEhSbCyvLllCz2rV+Pzj+sVIgL5Fi9Jn9GiGC/xk51NiQkN539aWD21sGB0Sku5xmQWPKpWKrVq1Yr58+fjixQuxzJUQicjISO7atYvfffcdc+XKZRJHnZIbN27Q3t6egwYNynCNWmY6fPXqFQsUKMDmzZtTKeCTeQnT8OzZM/7xxx9s1aoVra2tCYDVq1fnL7/8witXroi+pnXDhg0EwG3btmV4XGY6PHXqFGUyGX/99VcxzLR4sl3wmJSUxLNnz3LChAmpMuoePXpw+/btomXUaXF+8GASoPfQoRkep0vwqFar2aFDB+bOnZtPnz4V2lQJgYkMDqbvxIn0KV6c4R/XL75UKOj51Ve8vHAhEyIjTWKHRq2mT4kSjAb48PDhDI/N7GZJkm/evGGRIkXYqFEjJiUlCW2uhMA8f/48TUf9888/m8RRa4mMjGTZsmVZtWpVxsbGZnisLjr09PSkQqHgjz/+KLSpEgKj0Wh49epV/vLLL6xRowYB0MrKil9//TVXr15tUn925coV2tractSoUTodm5kO586dS5lMxpMnTwppZpYgWwSPkZGR3L17d6qMunDhwhw9ejRPnDghekadFnd37WIcQK/y5TM9VpfgkSTDwsJYokQJ1q5d2yyfSSJjXl68SM8ePXgpTx4mfly/eNfOjh5NmvD29u3pvi4WE6/evUmAvuPGZXqsLjdLkvTz86OVlRUnTZoklJkSAqF11HPmzDG7o05pU7du3ejs7MwHDx5keryuOly8eDEB8NChQ0KZKiEQiYmJPHXqFL///nsWLVqUAOjs7MzevXvz33//ZUREhMltCgsLY8mSJXX2n7roUK1Ws23btsyTJw+fP38upLkWj8mq/sYnqXHo+kv4PXqP2CQVHG2s0LB0HnSqVtigSu3BwcHJrYc8PDygVCpRrVo1jB8/Hp06dULNmjXNVocp8tkz2PXrh6f29qh78aJg47q4uGDfvn1o2LAhJk2ahLVr1wo29pdCfEQ0gpasg9zTE1axMVA5OkHTrBmqTB2td+s9ajS4v3cvQv78EwX8/VExPh75ANzInRsXunVD6UmTUL5RI5QX56Nkyu0tW1Bv1y54VamCpqtWCTZugwYNsHTpUkyYMAENGzZE9+7dBRv7S0FIHSYlJcHLyyu5/mJwcDCcnZ3Rrl07TJs2DW3atEGuT7oMmZIVK1Zg//79OHDgAMqUKSPYuD/88AP8/PwwYMAAXLlyBaVKlRJs7C8FIf1yREQEjh8/Dnd3dxw/fhxRUVEoVqxYcjvAJk2awMbGRqRPkjEajQYDBw5EREQEzp07p1cdyIyQy+XYtm0batasiR49euD8+fNm+4wmR+zoVKXWcNnpe6z083EWn3GEJX88kupnpZ+Pc9npe1SpM359otFoGBgYyDlz5rBmzZrJGXXLli25atUqi3mVq1GrecHVlREAn3l46HSOrk8etaxfv54AuF3H4yVIVZKSfv3HMsbGnhqAKpk81c8YG3v69R9LVVLGa6gSo6N5ZfFielapwmCFggQY8XEjiu/YsYywEB2+v3+fwQoFgxwdmRgdrdM5uj7xIT98H3v27MkcOXLw3r17xpr7xSCUDsPDw7lz50726tWLzs7OBMBixYpx7NixPH36NBMTE030iTLGx8eHVlZWnDp1qs7n6KPD8PBwlipVijVr1hS0QkZ2Ryi//PTpU65cuZItW7aklZUVAbBmzZr89ddfGRgYaDE1ORctWkQAPHLkiM7n6KPDgIAAWltbc5wOb3iyC6I+eVRriPG7AnE0KCT5dxqm/hmbpMbKsw/w8E0MVvWukarlj1KpTJVRP3/+PDmjnjp1Ktq2bWvWjDotvDp1QrOQEPjPnIl6zZqJMsfw4cPh4+ODESNGoHr16qhcubIo82QX1EoVrrm1RX3/M8mt+BTUpPrpmBSP+tv+wNX7d1Hd+3iqVnyRz57h1pIlwKFDqPz8OWoCeKFQ4FGlSnjTrx++GjMGDZ2cTPyp0kejUuFRo0YopdFAdvo0bESwTSaT4e+//0adOnXQrVs3+Pv7w8HBQfB5shPG6vDZs2fJbdi8vLygUqlQs2ZNTJ48GZ07d0a1atUsquvFmzdv0LNnT9SvXx8LFy4UZY5cuXJh3759aNCgASZMmID169eLMk92whi/TBJXr15N9snXr1+HtbU1mjdvjpUrV6Jjx44oWrSoqT9Shnh6emLWrFmYNWsW2rdvL8ocderUwYoVK/D999+jYcOG6N27tyjzWBKiBo+rzj1IJdCMOBoUgjL5nTC4dn6cOHEi+dF3ZGQkihYtis6dO6NTp05o2rSpxT4Wvr56NRofPQrPevXQbMEC0eaRyWT4888/ERgYiG7duuHSpUvIkUO/V11fEgFDJ6Vy2OkhA1DT/wwuDp2EoiN749Hy5XDy8EDVsDA0BHDH3h6BzZrBddQolOvRA0V0bEtpas63aYMmb9/i6vz5qN2ggWjz5MiRA/v370fdunUxevRobN682aKCF0tDbx0OmQibiYOTA8as4Ki1qNVqfPfdd1Cr1di9ezesra1Fm6tGjRpYs2YNhg0bhkaNGmHAgAGizZUd0Ncvl8xthyqy4OSA8eXLl8iVKxfat2+PmTNnok2bNnB2dhbZasMICQlB79690bx5c/z666+izjV69Gj4+vpi2LBhqFatGipWrCjqfOZGtN7WcUkq1F5wBnFJat2NUSfh5ep+UCbEoUaNGslrJSwto06LNzdugDVq4JWzM6qEhMDKzk7nc+/s2IGK/frhzvbtqNi3r87n3b9/H7Vr10bbtm2xa9cui79G5iAuPBIsWBCOSQk6nxNjbQeFRgOFOgk38uRB7Ndfo+ykSShUr56IlgrD1d9+Q/Xp03G+aVM08/TU79yrV1GrVi1cuXIFNWvW1Pm8HTt2oF+/fli/fj1GjBihp8VfBobqsIBGA5scDmjXrh06d+5s0Y46JbNnz8aiRYtw9uxZNNPzDYyhOhwyZAh27doFf39/VKlSRU+LvwwM8ctMikfwqn4oXsQ1+SGOm5ubqAmBECiVSrRs2RKPHz/G1atXkT9/fr3ON0SHsbGxqFu3LkgiICAAThb0RkpoRHvyePj6K70ECgCUW2Pwr2sxu08Li82o00KVkIBXTZqgIIDCXl56BY7GUK5cOWzatAk9evRAo0aNMH78eJPMm5W4uXQ96ujhsAHAUZmAo990h9uGpahdrJhIlglPyKVLKDZjBq7myQO3U6dMNm/fvn3h6+uLcePGoVatWqhVq5bJ5s4qGKrDnUMnod26xRbvqFNy9OhRLFiwAIsWLdI7cDSGNWvW4OrVq8lvY3LmzGmyubMKhvhlmY0dfttzDlO6NMhSDyhmzpyJCxcuwMvLS+/A0VAcHR2xf/9+1KlTByNHjsT27duz1DXTB9Heu/k9eg+5ntdMLpfBvnjVLBU4AoBPs2b4KjISoStXIn/Vqiadu3v37pg0aRKmTJmCCxcumHTurIDc0xMamX4yV8vkKBgXi5xZKHBMionBuxYtkCiXo6SvLxQmXtqxfPlyVKtWDd27d0dYWJhJ584KGKrDwvfuZqnA8enTp+jfvz86duyIadOmmXRue3t77Nu3D6GhoRgyZAhEeqmWpTHIL8tkeJFkn6WCoIMHD2LJkiX4/fff0bBhQ5POXaFCBWzcuBE7d+7EunXrTDq3KREteIxJVCUvvtUVDT+cl5XwnzULzfz94dO+PaqNHWsWGxYvXoy6deuiZ8+eePv2rVlssFSsYmOSNyPoioIaWMXEiGSROFxwc0P5mBiE//kn8pQ3fXEgW1tb7N27F5GRkRgwYAA0Gv2ueXbnS9BhYmIiunfvjly5cmHLli2Qm2FNcJkyZbBlyxYcOHAAy5cvN/n8ls6X4JcfPHiAQYMGoXv37pgwYYJZbOjZsyfGjx+PiRMnIiAgwCw2iI1o324nWyu9Mxxq1Ljo44XVq1fj2bNn4hgmIM/OnUOFhQtx0dUVTQ8dMpsd1tbW2LNnDxITE9G3b1+o1fq9lsjOqBydoDbgic+ruHj8+++/iIiIEMcwAfGbNAlNr13DhW7d8NWwYWazo3jx4ti+fTuOHj2KxYsXm80OS8RQHYYmJuHMmTNISkoSyTLhmDhxIm7evIl9+/bBxcXFbHZ06dIFU6dOxbRp0+Dj42M2OywRQ/wyNBo8uX8H165ds/inuXFxcejevTsKFiyIjRs3mvVp6e+//45atWqhR48eeP/+vdnsEAvRgseGpfPoneHI5HI4xrzElClTUKJECVSvXh2//PILrly5YnGijQ8LQ3yHDoiwskLFCxcgM/PO28KFC+Pff//F2bNnMXfuXLPaYklomjWD3IAnPhfs7fHdd98hX758aNWqlcUmNI+PH0eVFSvgV6wYmuzZY25z0K5dO8yePRuzZ8+Gh4eHuc2xGAzV4RmNBq1atUL+/PnRp08fi01otm/fjj///BOrV6/Wa5OLWCxatAgNGzZEr1698ObNG3ObYzEY4pchk+HGmf2oUaMGSpQogXHjxuHMmTNQKpWi2GgMY8eOxYMHD7Bv3z6zbyyzsbHBnj17EBcXh379+mW7tzGiRTydqhWGg54V6h1trOC5eQnevXuH3bt3o3Llyli1ahVq166NokWLYsyYMTh58iQSExNFslp3LjVsiOLx8UjYsQM5ixc3tzkAgJYtW2Lu3LmYN28eTpw4YW5zLIIqU0cjzka/DUyxNvaY6XkUz58/x8qVKyGXyy0yoYl98wbqrl3xxsYGVf39zZ7AaJkzZw5atGiB3r174+XLl+Y2xyIwVIe/XjiDwMBATJo0Cffu3bPIhObmzZsYMWIEBg4ciGFmfPKdEisrK+zevRtqtRp9+vSR3sZ8xCC/bGuFh2d24dSpU+jYsSPc3d3RqlUr5MuXD3369MGuXbssIqHZuHEj/vnnH6xfv95idtsXLVoUO3fuxMmTJzF//nxzmyMoonkbexsFhrvp1y5qmFsp2Nso4OzsjJ49e2LHjh148+YNzp49i+7du+P48eNo06YN8uXLl/z38PBwkT5B+vgMG4Ym9+7h8uDBKN+zp8nnz4gff/wR7dq1Q9++fS3CsZgb+1w5cKPXMOga5hFAUK+hsM+VI1XC8vbt288SmmLFiuH77783S0JDjQaB9evDNTER3LsXTgULmnT+jFAoFNi5cyesra3Rq1cvi3xCYWoM1aGDi3NywnL16lU8f/4cK1assJiEJioqCt26dUPZsmWxdu1ai9pU4erqil27dsHT0xM///yzuc2xCAz1yzmd7NGqVSv88ccfePbsGa5evZqc0PTp08fsCU1gYCC+//57jBw5Ev379zf5/BnRqlUrzJkzB3PmzMHp06fNbY5giFbnEUi7kn1akETOiIe48sc4WFulnxWRRFBQUHLR3MuXL0OhUKBJkybJ9adKliwp9MdIxb09e1CsVy9cLlcObvfuCTKmoXUe0yMsLAy1atVCvnz54O3tLVgfz6yKtrNHzUwKNBPAhVLVUe/upVSdPT5FqVTC29sb7u7ucHd3x7Nnz5AjRw60adMGnTt3Rrt27URf83X+u+/Q5N9/4Td2LBquXi3ImIbW10uPCxcuoEmTJhg/fjyWLl0qgIVZG3106F+5AeoEns9Qh5GRkThx4gQOHTqEo0ePIjIyEkWKFEGnTp3QqVMnNG/eXNSGCiTRs2dPnDp1CpcvX0bZsmUFGVdoHS5evBgzZszA4cOH0aFDBwEszNro6pdBolWFvPhzQL1Und8+5fnz5zh8+DDc3d3h6ekJpVKJ6tWro1OnTujcuTNq1KghalIRERGBWrVqIVeuXPD19YWdQKXyhNShRqNB+/btcfnyZVy9ejXLVZRJE7H7H6bVQ7PY9MOpemh+v+4oZXIF582bp9fYL1684Lp169i2bVva2NgQAKtUqcJZs2YxICCAarVa0M8S8ewZn1hb8469PePevxdsXH17W+vCpUuXaGNjwzFjxgg2ZlZG21M4+mNPYeXHXsLan9E29jxWuSETIOO1Vat0Hlej0fD69eucN28ea9euTQBUKBRs3rw5V6xYwcePHwv+WW5t2cIEgJ5Vqgg6rj69XHVlxYoVBMB9+/YJNmZWRhcdni5Rjc8UVnx3967O4yYlJfHs2bMcP348ixcvTgDMkSMHe/bsye3btzMsLEzwz6L9v92/f7+g4wqtQ7VazU6dOjFXrlyifB+zIpn55Qo/HWPBr4ewfYeOevnRiIgI7tq1i3369GHOnDkJgEWKFOGYMWN48uRJwXuua/9vXVxcBP+/FVqH7969Y9GiRVm/fn2L6T1vDKIHj1riElXcFfCM/deeYb5uP7H/2jPcFfCMcYkqkuQvv/xCmUzG06dPGzR+VFQU9+7dy/79+zN37twEwEKFCnHkyJE8duwY4+PjjbJfo1bzgqsrIwA+PXvWqLE+RYzgkSTXrVtHANyxY4eg42Zl4sKj6D9rMX3qtORx17L0qdOS/rMWMy48isr4eF7NlYuv5XKGXr9u0PjahKZNmzapEprZs2cLktC8v3+fwQoFgxwdmRAZadRYnyJG8KjRaNijRw/myJGD9+/fF2zcrI5Wh37VmzDQtSz9qjdJ1uGrS5f4RibjpTx5qDLAyWgTmrlz54qW0Pj6+tLKyoqTJ082eqxPEUOHYWFhLFmyJGvWrGm0L8hOZOSXjx49SgBcuHChQWMnJSXxzJkzaSY0O3bsECSh+d///kcAPHLkiNFjfYoYOvT396e1tTXHjx8v2JjmwmTBo5b0/kNUKhW/+eYb5s2bl8HBwUbNoVQq6enpyUmTJrFUqVIEQCcnJ3br1o1bt27lu3fv9B7To0MHEuDFH380yra0ECt41Gg07NevHx0cHHjr1i1Bx87qpKfD0OvXGSKXMzBnTiqNdDLahKZfv350cXH5LKFJSEjQazy1UsmAfPn4XiZjsI+PUbalhRg3S5KMjIxkuXLlWKVKFcbGxgo6dlYnve/+ld9+owqgR9OmRs8RHBzMtWvXCpbQhIaGsnDhwmzcuDGTkpKMtu9TxNLh1atXaWtry5EjRwo6bnYgvWs+e/ZsyuVynjt3zqjxNRoNr127xrlz57JWrVoEQCsrK7Zo0YIrVqzgkydP9B7Tw8ODcrmcM2fONMq29BBLh3/88QcBcNeuXYKOa2osJngkybdv37Jo0aJs0KCBYI91NRoNb968yQULFrBu3brJWXjTpk25dOlSPnz4MNMxrq1eTSVAj7p1BbHpU8QKHkkyJiaGlStXZoUKFRgVFSX4+FmVjHSY/P9dr55g8ymVSnp4eHDixIksWbKkQQmNx9dfUw3wkp7LO3RFrJslSQYFBdHBwYEDBw6kRqMRfPysSkbffTH+vyMjI7lnzx6DExqVSsWWLVsyf/78fPnypWB2pURMHW7YsIEAuHXrVsHHzspk9FDn66+/Zv78+fnixQvB5tMmNK1bt6a1tXWqhObSpUuZJjSvXr1igQIF2KJFC6pUKsHsSolYOtRoNOzTpw+dnJx4584dQcc2JRYVPJLkhQsXaG1tzQkTJogy/6tXr7h+/Xq2b9+etra2BMBKlSrxxx9/5MWLFz8TrZBPotJDzOCRJO/evcscOXKwV69ekuP+SGY69Gjf/sOTZhGyWo1Gw6CgoDQTmmXLlqWZ0CQ/iWrSRHB7kucQ0WmT5LZt2wiAf/31lyjjZ0Uy+u6nfNL8ws9P8LmTkpL0TmiEehKVEWLqUKPRcNCgQbS3t+eNGzcEHz+rktE1f/PmjahPmtNLaEaNGpVmQqNUKtmkSRMWKlSIoaGhgtujRUwdRkdHs2LFiqxUqRJjYmIEH98UWFzwSJKrVq0iAO7Zs0dUW6Kjo3ngwAEOHDiQefLkIQAWLFiQw4cP5+HDhxkVFmb0GjhdEDt4JMm9e/cSAFfpsRkkO5OZDlOucX3m4SGqLdqEpl27dskJTeXKlZMTmpcBAUatgdMVsYNHkhw1ahRtbW1FnSMrkdl3P+zhw+Q1ronR0aLZoU1o5s+fn25CY+waOF0RW4exsbGsWrUqy5Yty0iB1w1nVTK75to1rlOmTBHVjqSkJJ47d+6zhKZ79+7cunUr379/zx9++IEKhYLe3t6i2iK2Dm/fvk1HR0f27ds3Sz7UscjgUaPRsHfv3nRycuJdPXYcGoNSqeT58+c5ZcoUlilThgD4P5mMSoB/fvcd3759K9rcpggeSXLixIm0trbmhQsXRJ0nK6CLDiOePuVTKyvetrdnfHi4SeyKjo7m/v37kxMaK4C+MhmDZTLuW7dO1MX+pggeExISWLt2bZYoUUKUHcBZDV2++2Ltrs+Ily9ffpbQKBQKlilThn5+foJXskiJKXR4//59Ojs7s1u3blnScQuNLtd8+fLlouyuT4+0Ehq5XE4A7NSpEx89eiTq/KbQ4b///ksAXLt2rWhziIVFBo/kBydaoUIFVq5c2eSPdTUaDY+MGEECXJArF2UyGeVyOd3c3Pj7778LvmvUVMFjYmIiGzRowCJFiogaDGcFdNXh3d27GQfQq3x5E1n2/yiVSh4pW5ZJADvmzUsAdHBwYNeuXbl582bB/w9NcbMkySdPntDFxYUdOnQQNQjJCuj63ffq04cE6DtunIks+3/evXvH0qVL08nJibly5Ur1hubIkSOCJzSm0uH+/fsJgMuXLxd1nqyArg91evToQWdnZ7NUTvDx8aGdnR0LFiyYvPGrcuXKnDlzZppLzozFVDocO3YsbWxsGBAQIOo8QmOxwSNJ3rp1i46OjuzXr59Js8NnHh4Ml8l4sWBBatRqvn79mn///Tc7duxIOzs7AmCFChU4ffp0+vr6Gr1g11TBI/lhoXLevHn5zTffiLbQOCugjw7PDx5MAvQeOtQElv0/fpMnkwA9v/2WGo2Gt2/f5qJFi1i/fn1REhpT3SxJ8siRIwTARYsWiT6XJaPrd1+jVtO7ZElGA3zg7m4i6z4wevRo2tjY8PLly1QqlfTy8uLkyZNZunRpURIaU+pwypQptLKyoo8I1QuyErpec3NVToiLi2O1atWSlxpER0dz3759HDBgQHJpPldXV44YMUKwhMZUOkxMTGS9evVYrFgxgyrBmAuLDh5JcufOnQTAdevWiWzZB+LDw3nb3p5PrawY8fTpZ3+PiYnhf//9x8GDBzNfvnwEwPz583Po0KF0d3c36AtlyuCRJE+fPk2ZTMZffvnFJPNZIvrq8Hy5cowDeHf3bpEt+8DjEycYCdC3aFFq0sioQ0JCuGHDhlQJTcWKFTl9+nSDXyua0mmT5KxZs0TffGHp6PPdjwkN5X1bWz60sWF0SIgJrCO3b99OAFy/fv1nf9NoNLx165bgCY0pdZiUlMTGjRuLvvnC0tHnmpujcsKQIUPS3eSUVkLj6OhodEJjSh0+e/aMefLkYdu2bbPM2xiLDx5J8vvvv6eNjQ0vXbokomUf8KpQ4UOQoEMNJpVKRR8fH/7www8sX748AdDe3p6dOnXixo0bdb4ZmTp4JMl58+ZRJpPx+PHjJpvTktBXh3Hv3/OOvT2fWFsz4tkzUW1LGSRE6VAOJSYmhgcPHuTgwYOZ9+PrbW1Cc+jQIcbFxek0r6mDR1OUfbF09P3uPzp2jFEAfYsVSzOpEJKbN2/SwcGBAwYM0ClI0CY0HTp0MCqhMbUOX758yQIFCrBly5Zf7NsYfa/51q1bCYAbNmwQ2TJy48aNBMDNmzdneqw2oVm4cCHr16+fvE7Szc2NS5Ys4YMHD3Se19Q6PHnyJGUyGefOnWuS+YwlSwSPCQkJrFu3LosXL873ArYF/BTvYcNIgOcHDTLo/Lt37/K3335jo0aNKJPJKJPJ2LBhQy5evDjDjT/mCB7VajXbtWvH3Llz85nIwZAlYogOn549ywiAF1xdRXPcGrWa3qVKMQbgg//+0/v8lAlNuXLlkhOazp07c9OmTRkmNKa+WZLiF5y2dAz57vtNmvRhOUOPHqLZFRUVxfLlyxv8etKYhMYcOtQWnJ41a5bJ5rQkDLnmI0eOFL1yQmBgIO3s7Dh8+HCDzk8voZkxY0amCY05dDhnzhyjOu2ZkiwRPJLk06dPmTt3brZr106Ux7r39u5lHMDzZcsKMl5oaCg3bdrEzp07097engBYrlw5/vDDD/T29k6V4ZojeCTJ9+/fs3jx4qxbt67e3U6yOobq8OKPP5LAh45DIuD13XckQB+BepLfvXuXixcvTpXQNGrUKM2Exhw3S/LDQnhTlAGxRAz97ntWr85EgEF//y24TRqNhj179mSOHDl47949o8dTqVT09vbWOaExlw4XLVpEsVrdWTqGXPP4+HjWqlWLJUuWFKVyQnh4OEuVKiVYS0ltQjNo0KDkhKZAgQIcNmxYmgmNOXSoVqvZunVrQTrtiU2WCR5J8vjx45TJZJw/f76gNkU8e8Yn1ta8a2fHOBGebMbFxfHQoUMcOnQo8+fPTwDMmzcvBw0axIMHDzJw40azBI8kGRAQQBsbG44dO9bkc5sTY3ToUbculQCvrV4tqE3akixelSsLOq6W0NBQbty4Mc2ExsfHhwEBAWZx2iS5bNkyk5YBsRQMDR4To6N5w8mJLxQKvhO4nNnKlSsJgHv37hV0XC3ahKZhw4ZpJjTmCh7VajU7dOhAFxcXg9rlZWUMvebaygkdO3YU9KGORqNh586dmStXLkF6sX+KNqGZOnUqy5Ytm2ZCYy4ditFpTwyyVPBIkj///DPlcjnPnDkjiD0atZoXChViBMCnAo2ZEWq1mn5+fpwxYwYrVqxIAKxrZUUCXDN0KENMtBA+JWvXriUA/vvvvyaf21wYo0NlfDwDc+ZkiIDF47XFoG86OjLBBIWLY2NjP0totGVYlixZYpbyWN27dzdbGRBzYcxbh1cBAXwrcPF4Pz8/WllZcdKkSYKMlxnahKZTp07JCU2xYsUIgBs3bjT5GsSwsDCWLFmStWvX/qLexhhzPxSjcsJvv/1GADx8+LBgY2bEnTt3+L///S9VQlOtWjWzJbQXL14UtdOeEGS54FGlUrFVq1bMly+fIL02PTp1+tCGbsYMo8cyhPv373PJx1eVNQHKZDLWr1+fCxcu5K1bt0yym02j0bBv3750dHTkrVu3RJ/PEjBWh6HXr/O1XM6ruXIZ3bZSrVTSP39+vpfJGGyGkiEqlYp+fn4cOHAgARAA7ezs2KFDB27YsIGvX782iR3aMiBVq1Y1aRkQc2LskpXLixZRDdCjWTOjbXnz5g2LFCnCRo0amWX9aWxsLN3d3dm5c+dkHebLl4+DBw/mwYMHTZbQXLlyhba2thw1apRJ5rMEjL0fClk5wcvLiwqFgj/++KPRYxnC69evuXHjRjZp0iRZh+XLl09+Q2OqhGb16tUEwN0mqvChL1kueCT//ybXsGFDo25y19esoRKgR506Bo8hBFoH4r9uHTdv3syuXbvSwcGBAFimTBlOnjyZXl5eVCqVotkQExPDypUrs2LFiowWsQ2apSCEDgNXrPign/r1jbLFo1UrqgEG/PqrUeMYi/aaHDx4kL///jvd3Nwol8uTE5pFixbx9u3boiY0N27coL29PQcNGvRFdP4QYr2zR4sWVAO8ZMRyHpVKxa+//pr58+cXJCk3Bq0O//nnH06fPp0VKlRITmg6duxokoTmr7/+IgBu27ZN1HksBSEe6rRo0cLoygmvXr1iwYIF2bx5c1H9nS5or8myZcs4ZMiQ5NJ82oTmv//+EzXJTdlp786dO6LNYyhZMngkjX+98iYoiCFyOQNz5jT6yZGxpOVA4uPjeeTIEY4YMYIFCxYkAObJk4cDBgzg/v37RQnw7t69SycnJ/bu3TvbO26hdOjRtu2HwH/2bMPs+O03qgB6uLkZZYcQpHVN3rx5k2ZCM2XKFNESGlOWATE3QgSPaqWSAfny8Z1MxpcXLxo0htDLgYwhLR3eu3fvs4SmQYMGoiU0Go2GAwcOpL29PYOCggQd2xIR4n4YGhrKQoUK0c3NzaCHOkqlkk2aNKGrq6vJ3nZkxKfXRKVS0dfXN82E5u+//xbF5ujoaFasWNEsnfYyI8sGj6ThC7uV8fG8misXQ+Vyvg4MNNoOY8nMgajVavr7+3PmzJmsXLkyAdDW1pbt2rXj+vXr+erVK8Fs2b17NwFwtcCbQSwNoXSoUat5sWBBhstkfObhode5ry5d4huZjJdz5xZszZoxZHZNtAnN8OHDUyU0AwcOFDyhMUUZEEtAqEoL7+/fZ7BCwSBHRybq+f8g1kZEQ8lMh2/evOE///wjekITGxvLKlWqsFy5cow0wTpkcyLU/VBbOWHq1Kl6nztt2jQqFAqeP3/eKBuEIrNrok1oGjduLGpCc/v2bTo6OrJv374W9VAnSwePhpaU8GjQgCqAgRbS01RfB/Lw4UMuW7aMTZs2TW4UX7duXc6fP59BQUFGC2z8+PG0trbmRQOfYmQFhNRhxNOnfGplxdv29owPD9fpnKTYWF7PkYOv5HK+vX3baBuEQJ9rolarefHiRf7444+iJDTx8fGsWbOmaGVALAUhy3Td2ryZCQA9q1bV+RxtCbT27dtbTGcLfXQYFxeXnNAUKFBA8ITm3r17zJEjB3v06GFRjltohLwfaisnHDhwQOdz/vvvv+TNepaCPtdEm9B06dIlOaEpW7Ysp0yZwvPnzxu9TtLUnfZ0IUsHj+SHYrYVKlTgV199pdNjXf+ffvpQp69NG0HmFwJjHMi7d++4detWdu/enU5OTgTAUqVKceLEifTw8DAoC09MTGSDBg1YtGhRQXrVWiJC6/Durl2MA+hVoYJOx3vUqsUkgDfSaPtmLoy5JuklNAsWLDA4oXn8+DFdXFzYqVMniwlshEboGq9evXuTAH3Hjcv02ISEBNapU4clSpQQtfmCvhiqw5QJTaVKlQRLaPbv308AXLFihUHnZwWEfqijT+WEhw8fMmfOnOzatatFBeiGXpO4uDgePnxY8ITGlJ32dCHLB4/k/7fR6t+/f4bie+7lxXCZjBcLFhS9tZc+COVA4uPjeezYMY4aNYqFChUiALq4uLBfv37cu3cvo6KidB4rODiYefPmZevWralSqRgXHkX/WYt5qVFbBlZ346VGbek/azHjwnUf05IQQ4fnBw0igQ+dijLAb+rUDx1CunYVbG4hEOqaaBOabt260dHR0aiERlsG5H//+x9JZjsdCh08atRq+hQvzmiADzMpczJmzBiLckZahNLhgwcPuHTpUkESmsmTJ9PKyoq+vr7ZToOk8PfDyMhIli1bllWrVs2wm1BcXByrV6/OMmXKMCIiQpC5hUKIa6JWq3nhwoXPEpr27dvrndCk7LT37t07s+swWwSPJLl9+3YC4J9//pnm3+PDw3nb3p5PrawY8fSpoHMbixgdZtRqNS9dusTZs2ezatWqBEAbGxu2adOGa9eu1WlH5alTp6iQyfmvWwfG2NhTA1Alk6f6GWNjT7/+Y6lKMu/OOH0RS4fny5ZlHMB76azDfXziBCMB+hYtalEJDCnONREioZk5cyat5Aoe69gv2+lQjO9+TGgoH3zsjR6dTt3YHTt2ZHi/NCdi6DC9hGbSpEk6JTRJSUl0a9SYy8rUYnQ20yApzjXXVk4YPHhwuscMHTqUdnZ2vHbtmmDzCoUY10Sb0DRp0iQ5oalXrx4XLFjAmzdvZprQPHv2jPny5OH6ak3Mfi/MNsEjSY4ePZo2Nja8fPnyZ3/zqlCB8QDv7Nwp+LzGYor2hI8fP+aKFSvYokULKhQKAmDt2rU5d+5cXr9+PU3RqpKUPFexLjUAmcE/DcDL9b7OUjdNsXQY9/4979rZ8Ym1NSM+6Rke+/Yt79nZ8ZGNDaOMKGchFmJ3VFCr1QwICODs2bNZpUqVVAnNunXr0k1oEuMTeLxktWypQ7G++4+OHmUUQJ/ixT9LUm7duqXTmxpzIbYOtQnNyJEj6erqqlNCo0pS0r9282ypQVK8a75lyxYC4N9ptNHctGlTckkmS0RsHb57945btmxJldCULl2akyZNoqenZ5oJjSpJSZ9qjS1Ch9kqeExvDY/38OEkwPMDBgg+pxCYurd1WFgYd+zYkbzZCABLlCjB8ePH8+zZs8llFvz6j81UpCnF6tc/67Q4FFOHT8+cYQTAC4UKJTtujVpN71KlGAPwvh4LyU2JqdtxpZfQzJs3L1VCk511KOZ333fixA/LI3r1Sv6ddo24JZb+0GJKHeqa0GRnDZLiXvMRI0bQ1taWV69eTf5dYGAg7ezsOCyTJT7mxJQ6TCuhyZ07N/v3758qobEkHWar4JH8fPfgvX37GAvwfJkyFveaUIupg8eUJCQk8OTJkxwzZgyLFClCbZu6Ab16M8baTieRav9F29hnmXU/Yuvw4owZHzZmdepEkvTq25cE6GPBXSvM1cuV/JDQbN++/bOEZuLosdlah2J/9z2rVWMiwJubNlGj0bBXr17MkSMH7wrcD1tIzKnDR48eccWKFWzevHlyQtOoVt1srUFS3GuurZxQqlQphoeHMzw8nKVLl2aNGjUYb+YayxlhLh1qE5pZs2bxq6++Sk5oOn7TxqJ0KEc2o3jx4ti+fTuOHTuGRTNmwLpPHwTb2aHWhQuQybPdxzUaW1tbfPPNN1izZg2eP3+OK1euYPz48Sh6+wUclAl6jeWYFI+gJetEsjRrUW/RInjWqYPGhw7Be9Ag1NuxA+crVUKjddL1SQsXFxf07dsXu3fvxtu3b3HixAm0a9cOVmcvSjo0ggY+Prjn5IScw4dj5c8/Y/fu3di0aRPKly9vbtMsklKlSmHChAk4d+4c3rx5g+3bt6OzfV5Jg0ZgZ2eHffv2ITw8HAMHDsSgQYPw7t077Nu3D3Z2duY2z+KQy+WoU6cO5s+fj6CgIDx69AiLFy9GnbAki9Jhtoym2rZti1kzZ6L8778jt1IJuyNH4JA3r7nNsnhkMhlq1qyJX3/9FV2cc0Aj008eapkcci9PcYzLgjQ+fx63c+RAgy1b8MTODvUuXDC3SVkCW1tbtG7dGmvWrEGvfPkkHRqBjZMT8pw5AzuNBuXnz8fE8ePRvXt3c5uVJcidOzf69u2L5qSkQSMpWbIktm7dikOHDsHd3R1bt25FqVKlzG1WlqBUqVKYOHEi2traWpQOs2XwCAAtgoLQHcAYe3tYVahgbnOyHFaxMVBQo9c5CmpgFRMjkkVZD7mVFZTW1pADUFpZQWFjY26TshySDo3HulQpjMqRA60BdLx+3dzmZDkkDQqDs7MzZDIZZDIZcubMaW5zshyWpsNsGTzeWLcOjQ8dwpnq1eGVOzd69eoFpVJpbrOyBM+fP8cff/yBl9ExUBmQ5aicnESyLOtxvn171AoLw/nWrVEpJgY+LVua26QsAUlcvXoVc+bMwfPIKEmHRqBWq9GvXz+ct7XF6YYN0czLC1f+9z9zm5UlSEpKwqlTpxCakChp0Ehev36NXr16wc3NDU2bNkWvXr0QEhJibrOyBOHh4dixYwdCYuMsSofZLnh8e+sW8o0di9vOzmjq64u9e/fC398fM2bMMLdpFglJBAYGYs6cOahZsyaKFy+OSZMmITB3HoOyHE3TZuIYmsUIXLYMbqdOwbNRIzQ7cQLebdqgmZ8fAn7+2dymWSRaRz127FgUL14ctWrVwooVK3C/SBFJh0Ywb948nD59Gjt37kQrLy9cyZsXxWfOxCt/f3ObZpGEh4dj586d6NWrF/LmzYvWrVvjLClp0AhUKhV69+4NmUyG3bt3Y9euXZDL5ejduzdUKpW5zbNInjx5gpUrV6JFixbIly8f+vXrhwsODpalQ1G24WSAmDuYVImJvOLiwlC5nCEpxl+xYgUBcN++fYLPKQSm3m2dmJjIkydP8vvvv2fRokUJgDlz5mSfPn3477//MiIignHhUYyxsZydXUIjpg5fXbrENzIZr7i4UJWYSPJDqZ6LBQsyXCbjcy8vwecUAlPvLkyrZFTx4sU5btw4njlzhklJSdleh2J+948fP06ZTMZ58+Yl/+79/ft8oVDwhpMTE43s+ywWptbhkydPkktGWVlZEQBr1arFuXPn8tq1a4wNi8zWGiTFvebTp0+nQqGgV4r7nre3NxUKBX/44QfB5xMKSykZtXbtWgYHB1vcvTBbBY8eDRtSBTBw+fJUv9doNMkO6t69e4LPayymCB7Dw8O5Y8cO9urVi87OzgTAYsWKJTvqxI9BTkosqaaU0Iilw6TYWF7PkYOv5HK+uXkz1d8inj7lUysr3ra3Z3x4uKDzCoEpbpZPnjzhypUr03XUaRWt9uv3fbbVoVjf/WfPnjF37txs167dZ33Bb27axESAntWqCTqnUIitQ41Gk9x9S+uora2t2bp162RH/SnZ+V5IinfN3d3dCYC//fbbZ39bunQpAfDgwYOCzikUYuswISEh3e5be/bsYWRk5GfnWJIOs03wGPDLLx/q6rVunebfo6KiWL58eVapUoWxsbGCzm0sYjkQraNu2bJlKkf966+/puuoU3Ltz/W8VKi8RVSzFxqxdOhRqxaTAN5Ip+3bnZ07GQ/Qq0IFQecVAjGuidZR//TTT8ltMjNz1J9ytl17Xs6mOhTju5+yB27KZgkp8ezRgwToO368YPMKhRg6TEhI4PHjx/Vy1ClJiounX5FK2VKDpDjX/NGjR8yZMye7dOmSpq/RaDT89ttv6ezszIcPHwo2r1CIcU3ev3/PrVu3snv37nRyciIAlixZkhMnTqSHh0dyg470CAm8Rn8LuRdmi+Ax2NubYTIZLxYoQHUGPUqDgoLo4ODAAQMGWFRbLqEciEaj4eXLl41y1Fre3b3LFwoFA52c6Pvd6OR+rsqP/TO1P6OzaD9XMXR44YcfSICeXbpkeNz5AQNI4EPnIwtCqGuS0lEXLlxYb0edkmurVlEJ8GzdevTrPzbb6VCM4PH777+njY0NL126lO4xGrWaPsWLMwrgo6NHBZtbCITSYUaO+ty5c5k66pR4tGzJJMh4sknHbKdBUvj7YXx8PGvUqMHSpUszPIO3LBERESxTpgyrVavGuLg4QeYWCqGuycOHD7ls2TI2bdo0ufB83bp1OX/+fAYFBekci2iX5YXI5PTsMtDsOszywWN8eDhvOTjwmZUVwx8/zvT4bdu2EQDXr18vyPxCYIwD0Trq0aNHJzvqXLlysW/fvno7ai2qxEReypOHb2UyvgoIIEnGhUfRf9ZiXmrcloHV3XipcVv6z1qcpdb1pERoHT45dYoRAP0KF860k5FGreb5MmUYC/CeBa3DNeaavH//ntu2bRPEUWsJvX6dr+VyXs2Vi8qPnSiymw6FDh537txJAFy3bl2mx0aHhPChjQ0f2NoyOiREkPmFwBgdPnr0iMuWLWOzZs2MctSp7Fm8mGqAHk2bksx+GiSFvx8OGzaMdnZ2vHbtWqbHXr9+nfb29hwyZIggcwuFoddErVbz4sWLnDlzJitXrkwAtLW1Zbt27bh+/Xq+fPnSIHs8GjemCuDVpUtJml+HWT549KpYkfF63nxHjRpFGxsbXr58WRAbjEVfB5KWoy5RogQnTJhgsKNOiUfTplQDvLJ4sVHjWDJC6jD27Vves7PjY2trRur4dDf27Vve1fMcsdH3mqTlqOvUqWOUo9aijI9nYM6cfC2XM/T6dYPHsXSEDB5v3bpFR0dH9u3bV+dr//DwYUYD9ClRwmLat+qjw4wc9Z9//mmwo9byKiCAb2UyXsqTJ3nzW3ZEyPvhP//8QwDctGmTzuds3ryZALhx40aj5xcKfa5JfHw8jxw5wuHDh7NgwYIEPvSmHjBgAPfv389oIzenBcyZ82FZ3jffGDWOkGTp4NF75EgSoFf//nqdl5CQwNq1a7NEiRIMCwsz2g5j0cWBPHr0iMuXL0/TUd+4cUOw1/CX5s//kGW3aCHIeJaKUDrUqNX0Ll3aoKeIT8+c0flppSnI7Jqo1Wr6+/tz5syZqXqutm3bVhBHnRKP+vWpBHht1SrBxrREhAoeo6OjWbFiRVauXJkxMTF6nes7btyH+2jv3kbZIBSZ6VDrqEeMGEFXV9dUjnrfvn1GO2otSbGxvOHkxJcKBd9ZcC9wIRDqfnjt2jXa2dlx6NChep87fPhw2tnZMTAw0CgbhCKza/L27Vtu3ryZXbt2pYODAwGwdOnSnDx5Mr28vKjMYAmdPgT7+DBMJqN//vwZLsszNVk2eLy3bx9jAXqXLm2Q433y5AldXFzYoUOHz3Yjmpq0HIjWUX/aHF3rqF+8eCG4HS/8/PhOJmNAvnwWJVIxEEqHXv37f1i/OHKkQedfmDbtQ0bZubNRdghBWtckPj6eR48eFd1Rp+TizJkfrkm7doKPbWkIETxqNBr27t2bTk5OvGtgkONZpQoTAN7avNlgO4QiLR2mdNSOjo6iOeqUeNaowUSAQRs2CD62pSHE/VC7frF69eoGrV+Mj49nzZo1WapUqQzXSZqKtK7J/fv3uWTJErq5uVEul1Mmk7F+/fpctGgRb926JfheioTISN5ycOBzHZflmZIsGTxGBgfzsbU179rZMfbtW4PHOXr0KAFw4cKFBo8hBFoHcv2ff3j06FGOHDkylaPu378/9+3bx6go8dYyJEZHM8jRkcEKBd/fvy/aPJaCEDq8vX37h53TFSsaZYtH7dpMAnh97VqjxjEW7TU5c+YMt2zZwm+//dZkjlrLMw8PRgC84OpqEU9jxUaI4HH16tUEwD179hg8hiV9/7U6/O+//1I5agCsX78+Fy5cKIqjTonfpEkfNr916ybaHJaEsfdDjUbDrl27MmfOnEbtnH78+DFz5crFzp07m31Tq/aa/PPPP5w+fTorVqxIALSzs2OHDh24YcMGhoi8VtircmUmALy9bZuo8xhClgseNWo1/QoXZgTAJ6dOGW3PrFmzKJfLee7cOaPHMoR3795x/cfX7/VtbFI5ak9PT1EddUos6cmDKTBWh+GPH/OZlRVvOTgYXbMxKTaW15yd06wNaSoePHjAiRMnEgBlMplJHbWW+PBw3ra351MrK0Y8fSr6fJaAscHjxYsXaW1tzQkTJhhti7nfPKjVavr5+XHQoEEEYHJHreXRsWOMAuhbrNgXkcCQxt8PlyxZkhzwG8uhQ4eYXm1IUxAXF8dDhw6xc+fOyTrMmzcvBw8ezIMHD+q9LMRQfEaP/rCcpG9fk8ynL1kuePTs0oUEPpRFEQCVSsWWLVsyf/78orwKTosHDx5w6dKlbNKkCeVyOWvgQ22mRT178ubNmybPuCxtzZMpMEaHaqWSFwsUYJhMxmBvb0HsCblyhaFyeaquNGKiVqt54cIFzpgxIzmjtra2JgDOmjXLZI46JV7lyzMO4N1du0w+t7kwJnh8+/YtixYtygYNGqRZ5N8QLi9caNI1z1pHPWzYMBYoUCC5WgQALlmyxGSOWktMaCjv29ryoY0NowRcw2vpGHM/PH/+PBUKBadNmyaYPTNmzPisK42YhIaGctOmTezcuTPt7e2pbaIBgH///TdVKpVJ7NDy4L//GAPQu1Qpi01gslTweH3tWiYB9KhVS1CbQkNDWbhwYTZu3NjoncppkdJRV6pUKXlHYPv27fnXX3/Rd/Vq0TvMpMcDd/cPuy2LF7dYkYqBMTr0aN2aBD4UpheQwOXLqQLo0aiRoONqSctR582bl4MGDeKBAwfo4+MjeO1LXfEeOpQEeH7QIJPPbU4MDR5VKhVbt27NvHnz6lW/VRc8mjUTtdpCWo66bNmynDp1Kr29vRkQEGAWHWrUanqXLMkYgA8EeIKWlTD0fhgSEkJXV1c2adJE0LdkSqWSzZs3Z8GCBfnq1SvBxk3J3bt3uXjxYjZq1IgymYwymYwNGzbk4sWLeefOHZO3ydQS9fIlH9nY8J6Ry/LEJssEj29u3uQruZzXnJ2ZJEKHGF9fX1pZWXHKlCmCjBcXF8fDhw+n66hTZtSm7m2tJWWdt5jQUJPObW4M1eHVpUs/BHgNG4pil9CB6Zs3b7hp0yZ26dIleUdgSkedMqM2183y7u7djAN4vmxZk85rCRj63Z8zZw5lMhlPCbB051PSqvNqLHfv3uVvv/32maP+3//+xzt37qQ61lw69PruOxKgz5gxJp3XEjDkmiuVSjZr1owFChQQJcB7/fq1oIGpSqWij48Pf/jhB5YrV44AaG9vz06dOnHjxo0M/cQHmkOHGrWavkWLMhLg4xMnTDavIWSJ4FFbWf2NTMYQEf8jly9fTgDcv3+/Qee/efOG//zzT5qO+vz58+k++jZH8GjJHSZMgSE6DLlyhW9kMlFfLQvxSvzevXs6O+qUmONmGfHsGZ9YW/OOvT3j0mmll50x5Lt/4sQJymQyzp07VzS7tB2mbjg5MdGAHfUpHXX58uU/c9SvX79O91xz6PDWli1MAOj51Vcmm9OSMOSaa18te3p6imaXsa/EY2NjefDgQQ4ePJj58uUjAObPn59Dhw6lu7t7hq2KzaFDz2+/JQH6TZ5ssjkNJUsEj59WVhcLjUbD7t2709nZmfd13HGoddSNGzdO3rqf0lHrsn7RHMFjcm/biRNNNqcloa8OTbmpRd/NOCqVir6+vpw2bZrejjolpr5ZatRqXihUiBEAn549a5I5LQ19v/vPnj1jnjx52LZtW9FLjAX9/TcTAXpWr67T8bGxsfzvv/9SOep8+fJxyJAhmTrqlJhah2EPHzJYoWCQoyMTDOjIlR3Q95prN7UsNkEjCX0347x+/ZobNmxgx44daWdnRwCsUKECp0+fTj8/P53XL5pahzfWr/+wLK9mTZPMZywWHzyaurJ6ZGQky5UrxypVqqR5s0vpqCtUqJDKUf/99986O+qUmDp4THYK1aqZZD5LRF8dmrqcTmZlgLSOesiQIUY56pSY+mbp0aEDCfDijz+aZD5LRJ/vfmJiIuvVq8dixYrx3bt3JrCO9OzePcMk8/Xr1/z777/TdNS+vr4GbTQwpQ7VSiUD8uXje5mMwT4+os9nqehzzR89emTScjqZlQHSaDS8ffs2Fy1axAYNGlAmk1Eul9PNzY2///477927Z9C8ptTh29u3+VKh4PUcOURZlicGFh08Bnt7m6Wy+o0bN2hvb8+BAwdSo9EwNjaW7u7uHDJkCPPnz5/KUf/3338GOeqUmDJ4NPZ1VHZBHx2aq5D3pwXI03PU06ZNM9hRp8SUN8trq1dTCdCjbl3R57Jk9Pnujxs3jtbW1gwQaB2iLmjUavoWK5a8vCU9R924cWOjHHVKTKlDj6+/phrgpXnzRJ/LktH1mmsLeZcuXdqkhbw/LUCuVCrp5eXFKVOmsEyZMgRABwcHdu3alf/88w/fvHlj9Jym0qEqMZGXc+fmG5mMry5dEnUuIbHY4NHcldW1hXerVauWvCOwfPnygjnqlJgqeEy5EP7lxYuizmXp6KrDJ6dOma2FoFql4tmiRRkL8NuyZUVx1Ckx1c0y9Pp1hsjlDMyZk8r4eFHnsnR0/e7/+++/BMA1a9aYyLL/J+LFCz6wsuJthYJflSyZ7Ki7dOkimKNOial0eOW33z5sfnNzE3WerICu13z48OG0tbU1SwtBPz8/2tjYsGzZssyTJw8BsECBAhw+fDgPHz5sUFebjDCVDj3c3D4sy1uyRNR5hMYKFop/gwaoFxeHx9u2oWjJkiaZ8+7du3B3d4e7uzsuXrwIALhx4wbGjRuHMWPGoHz58iaxQyy827RBk/fvEbhoEWrVq2ducyyeuHfvkNipE8KsrVH54kXI5HLR51Sr1fDz88OhQ4fg7u6OF8HBuADgfw8fou2SJejcvz/y5csnuh1ioUpIwMumTVEYgKunJ6zs7MxtksVz584dDBs2DN999x1Gjx5tkjljY2Nx6tQpuLu748iRI8ivUiEAwLx376Bwd8fXrVrB3t7eJLaIQcjlyyg6fTqu5c4NtzNnzG1OlmDLli3YsGED/v77b1SvXt0kc4aEhODw4cNwd3fH2bNnkZSUhAcPHqB9+/b46aefUKdOHchNcF8Wi0tz56KZtzc8W7VCsylTzG2OXljkVfcdPRpNbt+Gf9++qNivn2jzqNVq+Pj44IcffkD58uVRsWJFzJ07FwUKFMCmTZvw/Plz1KxZE4cPH0b+/PlFs8MUXFm0CE08PHC+eXPUmjHD3OZYPNRocKVBAxRNSIDy33/hXKSIaHPFxsbi4MGDGDx4MAoWLIgmTZpg27ZtaNasGfYcPgy7w4eRn0TlZcuQN08e0ewwBT4tWqBKRAReLVuGAiZyQFmZmJgYdOvWDcWLF8dff/0FmUwm2lwhISHYsGEDOnTogDx58uDbb7/FpUuXMGLECGy6cAHXxoxBl+ho5Ny1K0sHjsq4OLxt0QJKuRzFfXygsLExt0kWz40bNzBq1CgMHjwYQ4cOFW0ekrh16xYWLlyIevXqoVChQhg9ejRiY2OxcOFCPHjwAMOGDcPZs2dhZ2eXpQPHF76+KD1nDgLy50eTY8fMbY7+mPpRZ2aPgu8fOCBqZfWYmBgeOHCAgwYNYt68eZMffQ8bNizNR99Pnjyhi4sLO3bsKNruRrFfW7+8ePFD27G8ec3SdswSyUyH5wcO/LDecPhwUeZ/9eoV//rrL7Zv3562trYEwEqVKvHHH3/khQsXPtPahR9++NBrt0sXUewhxX9N4z979oe1o23bijJ+ViSj775Go2GfPn3o5OSUYYklQ9FoNLx58yYXLFjAevXqEQDlcjmbNGnCpUuX8sGDB5+dk9zGdMsWwe3RIrYOPWrWZBLAG+vXizJ+ViSja65db1itWjXBXw2TH+pFenh4cNKkSSxVqhQB0NHRkd26dePWrVs/2xwWHx/PGjVqsEyZMoyIiBDcHi1i6jAhMpI3HR353MqKYUb0AjcnFhU8ilVZPSQkhH/99Rc7dOiQvNGgUqVKnDFjRpqO+lOOHDlCAFy0aJFgNqVEzOAxMTqaQY6ODFYo+F7H8kNfAhnp8M7OnR92OleoINh8Wke9cOFCnR31p3jUqiXqjm8xb5bPPDwYLpPxYsGCX1Qno8zI6Lu/Zs0aAuDu3bsFm0+pVNLT05OTJk1i6dKlkx31t99+yy1btmS6izshMlL0+4mYOvSbPPlDEvbtt4KPnZVJ75prNBp+++23dHZ21ukepStRUVHcu3cv+/XrRxcXFwKgq6srR44cyWPHjjE+k7XQjx49Ys6cOdmlSxfRdnyLqUPPr74SPQkTG4sJHjVqNf2KFBGksnpGjnrJkiU613BMycyZMymXy3nu3DmjbEsLMYNHz6pVmQjw5qZNgo+dlUlPhxFPn/KplRVv29vrVGMxI4x11J8idq1JsW6W8eHhvG1vz6dWVox4+lTQsbM66X33/f39aW1tzfHjxxs9h9ZR9+/fn7lz507lqI8ePZqpo/6UF35+fC+TMSBfPlHeZIilw8cnTjASoG/RolIC8wnpXfOlS5cSAA8ePGj0HC9evOC6devYpk0b2tjYEACrVKnCWbNmMSAgQO83e+7u7gTA33//3Wjb0kIsHfqMGUMCHzoaZWEsJnj07NrVqMrqWkc9efLkNB31WyOfZKpUKrZo0YL58+fny5cvjRrrU8QKHn3HjfuQZffoIei42YG0dKhWKnmxYEGGy2R87uVl0LhRUVHct2+fYI76U8TsciPWzdKrQgXGA7yzc6eg42YH0vruv3v3jsWKFWP9+vWZaOD/8cuXLz9z1F999RVnzZpFf39/o5fgXJo3j2qAHl9/bdQ4aSGGDmNCQ3nf1paPbGwYJfD9OzuQ1jX39vamQqHg1KlTDRpTo9Hw+vXrnDdvHmvXrk0AVCgUbN68OZcvX85Hjx4Zbff06dOpUCjoZeD9OiPE0OGD//4TdVmeKTFZ8BgXHkX/WYvpW6cFj7uWpW+dFvSftZhx4VG88eefBlVWj46OTtNRjxgxQhBH/SmhoaEsVKgQ3dzcmJSUJNi4YgSPDw8fZjRAn+LFs7xIhSQjHXq0aUMC9P/pJ73GfPnyJf/880+2bdtWFEf9Kcn9tRs3FnRcMW6W3sOGkcCHNaQSyWh16FfNjYGuZelXzY3+sxYz5n0E27Rpw7x58/L58+c6j6fRaHjjxg1RHfWneDRpQhXAK7/9Jui4QutQo1bTu1QpxgB8oGOXki+F9O6Hz+4/pKurK93c3PTqK52UlMSzZ89y/PjxLFGiBAHQycmJPXr04Pbt2/le4Bak2v7aBQsWZEhIiKBjC61D7bK8+7a2jPmkj3ZWRPTgUZWkpF//sYyxsacGoEomT/Uz2saensWq8KqOldVN7ag/xcfHh1ZWVgZnY2khdPAYHRLCB7a2fGhjw2iBv1BZFV106Ff0K56t3yDTsVI66jp16pjEUX+KxzffkMCHDkwCIfTN8t6+fYwFeL5sWUHGyw7oosNFRb/iiWPHMh1L66gnTJjAkh/rL2od9bZt2wR31J99lo91Y4Uubiy0Dr369iUB+oweLch42YFMdWhtx6WlazL4WeYJTGRkJHfv3s3vvvuOuXLlIgAWLlyYo0eP5okTJ5iQkCDqZwkJCaGrqyubNWumV6CbGULqUKNW07doUUYCfKTDdzsrIGrwqEpS8nK9r6kByAz+aQD612hCVdLn//FaRz1//vxUjrpZs2Ymc9SfsmzZMgLggQMHBBlPyOBRo1bTp3hxRgN8ePiwANZlffTR4aW6LdPUYVJSEs+dO2c2R/0paqWS/vnzM0wmY7C3tyBjCnmzjHj2jI+trXnXzo5xJr42loo+Orxc7+s0dah11H379jWLo/6Ud3fvCt5WTUgd3t62jQkAvSpXFsCy7IEQOnz+/DnXrFnDb775htbW1skNNX7++WdevnzZJG0LU+Ll5UWFQsEZM2YINqaQOvTs1s2oZXmWiKjBo1//sZkKNKVQ/fqPJfnhUXRajrp79+5mcdSfotFo2K1bNzo7Oxu0+eZThAwePXv1+tCLdtw4o8fKLhiqw5SOWrsj0JyO+lPCHz/mcysr3nJwYEJkpNHjCXWz1KjVvFCoECMAPj1zxmi7sguG6jA4OPgzR121alX+9NNPZnHUnxK0YQOTAHrWqCHIeELpMOzhQ0G/H9kFQ3So0WgYGBjIOXPmsGbNmgRAKysrtmzZkqtWreKTJ0/M/bH422+/EQDd3d0FGU8oHQZt2MBEAb8floJowWNsWARjbOx0Eqj2X7SNPQf0/i7ZURcqVIijRo3i8ePHze6oPyUyMpJly5Zl1apVLaa39c1Nmz6ItEoVo8bJThiqww6t2liko/6U5CcrlSoZPZZQN0uPTp1I4ENPcAmShuuwQY3aqRz1ypUrLcJRf4rnt99+eLIyaZLRYwmhQzGezGcHDNVhueIfHuI4OzuzV69e3Llzp0l7W+uCRqNhly5dmDNnTkHeSAqhw7e3bwv+ZN5SEC149J+1WOfsJmWWM6tKI/7000+8dOmSxTnqT7lx4wbt7e05aNAgo2wVInh8f/8+gxUKBjk6MjE62uBxshuG6nBeHct11J+SvKZr1CijxhHiZnl9zRoqAXrUrm2ULdkNQ3X4W+P23LlzJ8PCwsz9ETJEu6YrCsav6RJChx6tWpEQdk1wdsBQHa76+lueOnXK4N3/piI8PJylS5dmjRo1jN4wa6wOVYmJvJw7t+Brgi0F0Xr7yD09oZHpN7xaJkeXnM6YO3cuateuLWorLiGoUqUK/vzzT2zevBmbNm0ymx0alQqPGjaEvUYDl9OnYePkZDZbLA1DddjG1gbjx49HiRIlxDFMQNy2boVPqVKo/uefeHDwoNnseHvzJvKPG4dbzs5o7O1tNjssEUN12Bwa9OnTBy4uLiJZJgwyuRxVLl7EGxsbqLt2ReybN2azJXDpUridPg3Pxo1R55dfzGaHJWKoDhskxKNVq1awsfBWjrly5cL+/ftx584djBs3zqy2eH/zDaqHhSF48WK41q5tVlvEQLTg0So2Bgpq9DpHQQ2sYmJEskgcBgwYgBEjRuD7779H4P+1d+9BUZzpGsCfmeEqiKLmcFDxhtlaIwKCmnKNBFGCpjaSZTHqqtnK5WS9oGusmCqTTYgJuxtTmlRi5Lhn3SqN0WQt96wYjYmXDCMXRW6KeEkUEwVHjcptCALDzHP+QDgaAXuG6ZlB3t8/Vjnd9NfUU8379nR/X3GxS8ZwOCEB0Tdu4Ic//xmDJk50yRjcVU/IoUarRVReHi77+EA3Zw5MRqPTx2BpakJ5TAy0AP7TYICHj4/Tx+DOekIOew8cCO7YgYGNjSieOBG02na+jnCloACDV67E8X79MPnQIacf3931hBxGREQgPT0dmzZtwubNm10yhoK0NMQYDMiaNg1RK1e6ZAxqU614bPbzh8WODqdGo0Vtba1Ko1LHhx9+iNGjRyM5ORnV1dVOPXbhu+8i5ptvcDg2FtGrVjn12N2BvTk06TxgNptVGpXj9RowAJ67dmFAUxNKH33U6X+4s6ZMQURVFYzr1iEoMtKpx+4O7M1hvZc3SKo0KscbmZiI44sX47ELF5C1YIFTj22ur8f1uDg0azQYmp0NnZvfJXMFe3PY6Nm9fpfPPfccXnjhBSxatAglJSVOPfblI0cw4s03UfjQQ4jZt8+px3Ym1YpHa2wstHZ0ODuuX8eAAQOQkJCA9PR0VFRUqDRCx/Hx8cHOnTtRWVmJ3//+97A66Q+3MS8PQ197DUX9+yPmwAGnHLO7sTeHn1+7hqCgIMyfPx87duzoFg3N8IQEnFqxAhMrKnA4Odlpxz325puIzc1F1vTpiFy+3GnH7U7szeE2oxGhoaFYvnw59Hp9t2hoJm3YAENYGB7dvh2nP/nEacfNiYnBKJMJN9LTMWDUKKcdtzuxN4eaK1dwyt8fmfHx+O5f/3LJXWVbrV+/Hr/85S/x29/+FjU1NU45ZmNtLari41Gv1WLkkSPQeng45bguodbDlPVVtXa91XX2RCk/+ugjTp06lR4eHgTAqKgorl69msXFxW79Es0XX3xBAHz33Xdt2s+eF2YaTSaW+PuzQqfjjbNnbR1qj2FvDo9kZvGNN95geHg4AdDT05MJCQncsGEDy8vLXX1andJHRbEJYMnGjTbtZ88D4pcMBlZpNDwaFKTKOscPCntzuGfn/3LhwoUcOHAgATAwMJDz5s3jjh07WOPG08801NSw1M+P5TodK8+ft2lfe3KY+8orJMDMp5+2dag9ir051L/wX8wdNIi1t//voocHMyMjWbRuHc0OXsnNkc6fP88+ffowKSnJ5trBnhxmjhnDBoCntmyxdajdjmrFI2n/vGatqqqquH37ds6ePZsBAQEEwCFDhjAlJYUHDhxw6BKBjrJq1SpqtVrq9XrF+9hTPGZGRLAR4MlNm+wYZc/S1Rx+//33/PDDD9ttaI4fP+52DU3TTz/xRO/eNGq1/LG0VPF+tl4sb1VV8bSvLy96eLDqwgV7h9tjdCWHVquV+fn5dzU0Xl5eTEhIYHp6uls2NOXZ2byp0fDYQw/Z1FjYmsMLX33FGoC5gwfLUqwKdCWHDTU1zH/nHRoeeYRGrZYEWKnRMHvYMOa+/LJbrhu+a9cuAuDatWtt2s/WHGYvXkwCNMyda88wux1Vi0dHzGTfqrGxkfv372dKSgpDQkIIgH369OGcOXP42Wefsbq6Ws1TUcxsNnPKlCkMCgqi0WhUtI+txWPO8uUtXXZycleG2mM4MoeVlZX3NDRDhw7l0qVLefDgQbdpaIz5+fxRo2FBv35sVji9hq0XS8OoUbwF8Mz27V0Zao/hyBy2NjRxcXHU6XQEwOjoaLdraI6tXk0L0DJ1jkK25PCn69f5rY8PL3h6ssYNC2h35KgcWi0WntqyhfrHHuNZn5a7mQ0A8/v3p2HOHBqPHXPymXXs1VdfpU6n4+HDhxXvY0sOz2Vk0AQwa/jwHtPAqFo8kv+/hqbp9hqa5ttrZ5rvXFN4QUqnF8qfs1qtLCoq4ltvvcWxY8cSaJlEd9q0aVy/fj0vXryo4hnd39WrVxkcHMyYmBhFa23aUjyW7d3LWoA5Q4b0mJA6gho5bG1olixZcldDM3fuXLdoaArfe4/NAPWTJyvb3oaLZdYf/kACPPzss10dZo+iRg4rKyu5bds2t21o9JMnsxlg4XvvKdpeaQ6tFguzQkNZB/A7By0V21OokcNLBgMzk5JYGBhI8+0C9FSvXtTHxfHsP//p0r9XZrOZMTExDA4O5tWrVxXtozSHpitXeN7Li995e7Pu2jVHDLdbUL14bFVfVcu819cw/7EZLI6czPzHZjDv9TWsr6rt8s++dOkSP/74Y8bHx7etChIZGcnU1FQWFha6pAs/fPgwdTodV65ced9tlRaPddeu8Ttvb5738qLpyhVHDbVHUSuHrQ1NampqW0Pj6enJ+Ph4lzY0+mnTSIDHVq++77ZKL5bf7tzJnwAeHjlSGhg7qZXDxsZGfv3111yyZAkHDx7sFg2NrZMlK82hYcECEmhpZIRd1Mph1YULzF68mDkhIay5XUiW63TMDA9n4XvvuWS1FaPRyKCgIE6ZMkXRTR0lObRaLMwZMsQhk+N3N04rHp2lurqan3/+OefOncs+ffoQAAcPHszFixfz66+/duoM+WvXriUA/vvf/+50OyXFo9ViYfawYTQBPOegtTuFei5evMj169czPj6+7TlJVzQ0rcu03dRoWJ6d3em2Si6WNeXlvODpybM+Pvzp+nVHD1c4kNVqZWFhIVNTUxkZGenShub66dM0arWKlmlTksPTn37KWwANo0Y5eqjCwRpqaljwl78wMyyMl3U6EmA1wOyhQ5mzbBmrnZjDzMxM6nQ6rlq16r7bKslhZnIyCccsy9ndPHDF452ampp48OBBLlu2jEOHDiUA9u7dm8888wy3bdum+pJfVquVSUlJDAgI4Llz5zrcTknxaJgzhwSYk5LS4TbCPbXX0ISEhHDJkiVOaWgqz5/nJQ8PnurViw2dvKF7v4ul1WJh7qBBrAb4/f79ag1XqKS9hmbs2LFMTU1lUVGR6g1Nyd/+xiaA+qioTre7Xw6rLlxoy/MtN1tfWXTOarHw9KefUv/44zzj60sCbARY0K8fM2fNYkVurupjWLNmDQFw9+7dnW53vxye/Pvf2QgwMzJSjWG6vQe6eLyT1WrliRMn+PbbbzM6OrrtOcm4uDhV1zCurq7myJEjGRERwfr6+na3uV/xeGrzZjYAzBwzRpUxCudpbWiWLl3a1tAEBARw9uzZ3LZtG6tU+mN4assWNgA0jB7d4Tb3u1jqExNJgEcUPIoh3Ft1dTU/++wzpzc0mb/5TcudmhUrOtymsxy23kmv1GhYnpWlyhiF85RnZzMzOZkF/fqx6fbX26d9fVuKy+3bVXksxmq1MjExkX379mVZWVmH23WWwxtnz7JCp2OJvz8bTSaHj7E76DHF48+Vl5czPT2d06dPp5eXFwEwPDycf/rTn5ifn+/QLvzEiRP09fXl888/3+7nnRWPN7/7juU6HU/6+XV610h0P1arlcePH3daQ2P43e9IgNmLFrX7eWcXyxPp6S13jaKjHTom4XqNjY1tDc2QIUNUbWisFkvbc3AXvvqq3W06y6E+IaHlGd7UVIeNSbiH6osXmbN0KbOHDmX17UKyQqdj5pgxLPjrXx1apFVVVTE0NJRRUVG81cE8lR3lsLmxkfn9+/O6RuNWb5Q7W48tHu9UU1PDHTt2cP78+QwMDCQADhw4kAsXLuS+ffvY0NDQ5WNs3ryZAPiPf/zjns86Kh4tZjOPPfQQb2g0TrmdL1yrtaFJSEhoe/ErPDycb7zxhkMaGqvFwqwRI1gH8NyuXfd83tHF8sfSUhq1Wh4PCHDJg+7CeVobmtWrVzMqKqqtoZk6darDGpray5dZ5uXFbzt4brajHBatW9cye8CkSV0eg3BvjSYTC9esYWZ4OMvveE4yJySEOSkprP7hhy4fo7i4mN7e3nzppZfa/byjHOpjY2kBWLhmTZfH0J1J8fgzTU1N/Oabb7h8+XIOHz6cAOjv78/k5GR+8sknvHnzpt0/+8UXX6SPjw+Li4vv+v+Oikf91Km0AMx/5x27jym6p9aGZt68eezbty8BcNCgQV1uaFrf2C/z8rpnQt/2LpbNjY0sDAzkjxoNr9iw0oJ4MJSXl3PDhg3tNjQFBQV2NzTndu1iHcCsESPu+WqyvRxeKSzkjxoNCwMDFc9bKh4MVouFZz//nPopU3j69nOSTQALAwOZmZTUpccXNm3aRADc0s6KMO3lMD8trWXe0rg4u4/5oJDisRNWq5UnT55kWloaJ0yYQADU6XSMjY3l+++/3+nzEu25desWx44dyxEjRrCqqqptmoTciMksDn6YuRGT26ZJKFyzpiWkMTEqnZ3oLjpraLZu3WpzQ1P25Zesud3FWy2WthzmjI/jvuCHmTM+ri2H+kmT2AywaN06lc5OdBcdNTSLFi2yq6HJXriwZUWOefNIssMc1hiv8nhAgM0rJokH0+WjR5k5ezbz+/dn4+2vt8/6+FA/eTJPb91q83OSzz33HH19fVlSUkKy4xyW7T/EG3asmPSgkuLRBpcvX+bGjRv55JNP0tvbmwAYFhbG1157jXl5ebQoCG1ZWRn79e3L/xkby7rbE7Q2356YtfmOCVoNIWE82r+/dNniLlarlSUlJUxLS+P48ePvamg++OADxQ1N7ooVbIaG+6KmdJrD3JAwHop/QuWzEt1Na0Pzxz/+kcOGDWubyWLWrFk2NTSGRx7hT9Dw4BOzOs6hpw9zQsJYtP5jlc9KdDc15eXMWb6c2cOGsUqjIQEatVoaRo9mflqaovcE6uvrGRERwV+MfJhZcxd2mkP9kDH88dRpJ5yZ+9OQJITN6urqsH//fmRkZGDPnj2orKxEcHAwnnrqKSQmJiIuLg4+Pj737GcxN+PouCn4VUk2NJ38fAIoiI5F1JED0Hl6qHYeonszGo344osvkJGRgUOHDqGpqQlhYWFITEzEzJkzMW7cOGi12nv2s5ibkfdwFCZePHnfHBZNmIbI7H2SQ9EukigtLcXu3buRkZGB/Px86HQ6xMTEYObMmUhMTMTw4cPb3bf+ZiVORkzChMtn75/DR6chMktyKNpnrq9H6caNqN26FSNKSxHS3IxaAKcGD4b117/GI6+8gsDQ0Hb3/fbMWXz7RBKeqjgjOVTKxcXrA8FsNtNgMHDFihUMDQ0lAPr5+TEpKYmbN2/m9TseCu/KovRCdMZkMnHnzp189tln2a9fPwJgcHAwX3rpJe7du/eutwolh0ItFRUV3LhxI2fMmNE2k0VYWBhff/31e76hkRwKNVgtFn67cyf1U6fyVK9eJEAzwKK+fZn59NO8ZDDctb3k0HZy59HBSOLMmTPIyMjA7t27cfToUWi1WkyaNAmJ02dg4Vtvw8/coPjn1Xn5QnftGnz79lZx1OJB09zcjJycnLa7QWVlZfDz80NCQgKeemI6Zi1bBr8myaFQl8lkavuGZu/evW3f0MycORNPTo3H1PnzJYdCdVcKCnDu/ffhe/Agwq9fhzeAc97euDxuHPr8bj5+8fLLkkMbSfGosqtXr2LPnj3IyMjAsJMX8dF9vib8OQLIf30NJqS9qtYQxQPuzoYmIyMD0ZdN+LjitORQOFVrQ9Oaw+lNPpJD4XQmoxGl69bBsmsXHvn+e5wfNArjJYc2k+LRifJ/NR1jjx6AB62K92nWaHF8UgLGZX2p4shET5I3MQHReQclh8JlSOLoo/EYX6CXHAqXaW5owLEJ0/Bo6RHoJIc2ufdJeqEaz1v1Nl0oAUBHKzzq6lQakeiJvBtuSQ6FS2k0GviamySHwqU8fHzQS6e1qXAEJIeAFI9O1eznD4vGtl+5RaNFs7+/SiMSPZHkULgDyaFwB5JD+0jx6ETW2Fho7ehwrI/HqjMg0SNJDoU7kBwKdyA5tI888+hEt6pNsAb9h7zVJVxKcijcgeRQuAPJoX3kzqMT+fbtjZLZL0JptU4AJ2e/0KMDKhxPcijcgeRQuAPJoX3kzqOTWczNOD55BqLyDspM9sJlJIfCHUgOhTuQHNpO7jw6mc7TA5FZ+3B0QQrqvHxBtLz2f+e/dV6+OLogRQIqVCM5FO5AcijcgeTQdnLn0YVuVZtwcu1/Q2vIhEddHZr9/WF9PBZjXlnU42+JC+eRHAp3IDkU7kByqIwUj0IIIYQQQjH52loIIYQQQigmxaMQQgghhFBMikchhBBCCKGYFI9CCCGEEEIxKR6FEEIIIYRiUjwKIYQQQgjFpHgUQgghhBCKSfEohBBCCCEUk+JRCCGEEEIoJsWjEEIIIYRQTIpHIYQQQgihmBSPQgghhBBCMSkehRBCCCGEYv8He+56+OdTf0MAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 800x800 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 节点0、3之间所有路径\n",
    "\n",
    "all_paths_nodes = nx.all_simple_paths(G, source=0, target=3)\n",
    "# 节点0、3之间所有路径上的节点\n",
    "\n",
    "all_paths_edges = nx.all_simple_edge_paths(G, source=0, target=3)\n",
    "# 节点0、3之间所有路径上的边\n",
    "\n",
    "fig, axes = plt.subplots(4, 4, \n",
    "                         figsize = (8,8))\n",
    "\n",
    "axes = axes.flatten()\n",
    "\n",
    "for nodes_i, edges_i, ax_i in zip(all_paths_nodes,\n",
    "                                  all_paths_edges,\n",
    "                                  axes):\n",
    "    \n",
    "    nx.draw_networkx(G, \n",
    "                     ax = ax_i,\n",
    "                     pos = pos,\n",
    "                     with_labels = True,\n",
    "                     node_size = 88) \n",
    "    \n",
    "    nx.draw_networkx_nodes(G,\n",
    "                           ax = ax_i,\n",
    "                           nodelist = nodes_i,\n",
    "                           pos = pos,\n",
    "                           node_size = 88,\n",
    "                           node_color = 'r')\n",
    "\n",
    "    nx.draw_networkx_edges(G,\n",
    "                           pos = pos,\n",
    "                           ax = ax_i,\n",
    "                           edgelist = edges_i,\n",
    "                           edge_color = 'r')\n",
    "        \n",
    "    ax_i.set_title(' → '.join(str(node) for node in nodes_i))\n",
    "    ax_i.axis('off')\n",
    "    \n",
    "plt.savefig('节点0、3之间所有路径.svg')   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "ad595ef4-a866-457c-8ad8-bb4c8f57d012",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[0, 3]\n"
     ]
    }
   ],
   "source": [
    "# 最短路径\n",
    "print(nx.shortest_path(G, source=0, target=3))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a141a833-346d-4de9-a079-bc181e392351",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
